The phone vibrated on the table, another notification. He didn’t look. He'd learned about the house's past through a hushed conversation at the local coffee shop. The details of the violent death now swirled in his mind, replacing the image of sunlight through his new windows.

He pushed the plate of food away, appetite gone. He went from room to room, touching the walls, the furniture. His skin crawled. He’d invested everything in this place, his savings, his dreams. Now, all he felt was a profound sense of loss, not for money, but for innocence.

He slumped onto the floor, the cold wood pressing against his cheek. He had no energy to unpack, to arrange his belongings. He was just tired. He wanted to be anywhere but here.

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