A sharp ache throbbed behind Clara's eyes. She kept replaying the email in her head, the polite rejection stinging like salt on a wound. They had both wanted this promotion, she and Liam. He had that easy charm, that way of connecting that always seemed to impress people.

She picked listlessly at a loose thread on her sweater. It was a familiar, unwelcome sensation: the leaden feeling in her limbs, the reluctance to even change the channel on the TV. The apartment, usually a haven, felt suffocating.

"Another day of nothing," she mumbled, staring into the dark screen of the television. She turned away and walked out the door and into the harsh sunlight.

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