The vibrant aroma of the bakery, usually a source of comfort, now felt like a cruel reminder. She walked past the windows of "Sweet Surrender," her favorite spot for an afternoon treat. The sign read: "Closing next week."

Her step felt heavy, her shoulders slumped. The cheerful decorations, once so inviting, now seemed to sneer at her. She felt a knot in her stomach.

She found herself at a bus stop, the wait long. The bus arrived, and she got on, but she felt no desire to go anywhere. She was just going. She sat in silence, lost in her thoughts, and unable to look at anything 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