The house seemed to amplify the internal turmoil, the echo of every thought amplified. Ethan stared at the walls, the pristine white surfaces reflecting his own sense of isolation. He wanted the move to fix everything; to make the noise in his head stop. That wasn't what was happening.

He slumped onto the floor of the guest room, fiddling with the frayed edge of the rug. The silence was suffocating, broken only by the hum of the refrigerator.

He found himself wandering the halls, drawn to the back of the house, to the room that was used as a home office. He went to the closet, to put a coat away. He pressed his hand against the wall. A section of the panelling gave way, revealing a hidden compartment.

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