Maya sat in the bustling university cafeteria, the cheerful chatter of her peers grating on her nerves. She picked at her untouched sandwich, the food suddenly tasteless and unappealing. The accusations, still ringing in her ears, echoed the emptiness inside. She felt a cold dread wrapping around her.

Her usually animated eyes were dull, unfocused. She stared blankly at the colorful posters advertising campus events, seeing nothing. She ignored the friendly smiles of classmates. She felt a profound loneliness, a sense of being utterly adrift.

She tugged at the frayed ends of her favorite scarf. The soft fabric usually offered comfort, but today, even that felt inadequate. The world seemed to have lost its vibrancy, replaced with a dull, gray haze. She wanted to be somewhere else. Anywhere else.

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