Clara wandered through the antique shop, her steps dragging. Another gray, overcast day, just like the one inside her. She needed something, anything, to break the monotony. She brushed a hand over a pile of old photo albums and selected one with a cracked leather cover.

Inside, she found photos of her Aunt Millie, a woman she'd always been told was a shy, devout woman. The album documented a life vastly different from the one she'd portrayed. Pictures of roaring twenties parties, flapper dresses, and a beaming Millie holding a champagne flute. Clara stared, mouth agape.

The contrast was jarring. Her aunt, a pillar of the community, had painted a picture of quiet piety. The hidden life, with its exuberance, its joy, sent a strange chill through Clara. She felt a knot tighten in her stomach, a sense of betrayal mixed with…what? She didn't know.

Clara closed the album, a sudden ache throbbing behind her eyes. Sunlight streamed through the shop window but the warmth didn't reach her.

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