Rain lashed against the window, mirroring the tempest inside her. She hadn't bothered to water her plants; they were starting to wilt. The incessant barking from next door – Buster, of course – added another layer of irritation to the already sour mood.

She considered calling the city again. She had reported the dog escaping several times. Nothing ever changed. The thought of dealing with bureaucracy, with the forced pleasantries of the neighbor, was enough to make her want to scream.

She pulled the curtains shut, plunging the living room into a dim, almost suffocating gloom. She wanted the day to end.

Emotion: sullen

Cluster: Sadness / Despair
PC1 (Valence): -1.51 Negative
PC2 (Disposition): -0.22

Role in Research

This story is one of 1,000 stories generated for the emotion sullen. 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 sullen stories, after denoising with neutral dialogue baselines, produces the sullen emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sullen vector is projected through the unembedding matrix.

Promoted:
S0.404
😞0.282
0.254
:(0.233
无法0.215
Suppressed:
de-0.539
!-0.276
la-0.263
🤩-0.225
que-0.216