Rain lashed against the car windows, mirroring the tempest within Amelia. She gripped the steering wheel so hard her knuckles ached. The radio droned on, a cheerful jingle irritating her. This trip had felt wrong from the start.

She pulled up to the familiar address, the house looking smaller, somehow, than in her memories. She trudged towards the garden, the mud clinging to her boots. Then she saw it. A clean scar on the landscape where the apple tree, the one she'd planted with her father, used to stand. Gone.

A wave of nausea washed over her. The world tilted. She felt a profound emptiness, a hollowness that seemed to echo in her chest. She pivoted, went back to the car, and just sat there, listening to the rain, watching the water streaming down the glass.

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