"Just another chore," Martha mumbled, the words barely audible. The attic stairs creaked under her weight as she trudged upward. She'd been putting this off for weeks.

A musty smell assaulted her nostrils as she pushed the door open. She surveyed the space, the bare bulb casting a harsh light over the dusty clutter. There, tucked away in the shadows, was a child's rocking horse. Its paint was chipped and faded, its eyes vacant.

She approached it hesitantly, her heart heavy. She reached out and touched the worn saddle, her fingers tracing the curves. A pang of something akin to jealousy struck her. It was a feeling she couldn't understand, and it left her feeling small and lost.

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