“Why?” The single word hung in Eleanor’s mind, a constant, echoing question. She stood at the kitchen sink, the water running cold over her hands, the chill doing nothing to alleviate the internal cold she felt. The morning light, usually welcome, felt cold against her skin.

A small package had arrived, containing a book. “Eleanor Vance: A Portrait in Words.” The weight of the words pressed down on her chest. She hadn’t been consulted. She felt as though her private garden had been invaded.

Her usual energy was gone. She felt as though every action was happening underwater. The world was a blur, the edges of everything softened. She wanted to disappear. Her reflection in the window seemed to be a stranger.

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