The chipped paint on the wall seemed to mock him, the peeling edges mirroring the fraying edges of his own mood. He paced the length of his tiny living room, a restless energy coursing through him. The landlord’s announcement, a blandly worded letter, was clutched in his hand, a crumpled roadmap to his impending displacement.

He hadn't cleaned in weeks. The dishes piled up in the sink, the laundry overflowed from the hamper. He couldn't seem to muster the energy. Each task seemed monumental.

He shoved his hands into his pockets, feeling the familiar weight of his keys. He went to the window, and stared out at the street below. He was utterly, completely, done.

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