The air in the library felt heavy, stagnant. Isabella ran a finger along the spines of the leather-bound books, her touch perfunctory, devoid of interest. She'd always found solace in reading, but now, words seemed to elude her.

Her new home, a stately manor, was… tainted. Decades ago, a prominent family had met a tragic end within its walls. A murder-suicide, the local historian had informed her, shrouded in scandal.

She felt a hollowness in her chest. The vast, echoing rooms felt cold, unwelcoming. The artwork on the walls seemed to watch her, judging. Even the sunlight filtering through the ornate windows felt dim.

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