Rain lashed against the windows, mimicking the agitated rhythm in Clara's chest. She’d slumped in her armchair, a half-finished crossword puzzle lying neglected on the table. A letter had arrived this morning, a crisp white envelope that held the shattering news – her medical records were entangled with another's. A stranger. Someone whose life was now a blurry echo of her own, and vice versa. It felt like her identity had been unzipped, spilled onto the floor, and mixed with someone else’s.

Her tea had grown cold, the steam long dissipated. Clara traced a finger across the condensation on the glass, feeling a strange detachment from the world around her. Everything felt muted, as if observed through a pane of frosted glass. The thought of all her personal medical history, all the things she had confided to her doctor, now possibly accessible to someone else, filled her with a profound weariness.

She pushed herself up from the chair, a slow, creaking movement, as if her bones were weighted with lead. Her steps felt heavy as she walked over to the window, the tempestuous weather mirroring her inner state. The sky was an endless expanse of grey, mirroring her mood.

Emotion: gloomy

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): -1.37

Role in Research

This story is one of 1,000 stories generated for the emotion gloomy. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 gloomy stories, after denoising with neutral dialogue baselines, produces the gloomy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the gloomy vector is projected through the unembedding matrix.

Promoted:
😞0.368
无法0.319
😔0.300
いつも0.270
0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259