The house seemed to shrink around her. Every corner, every object, felt like a constraint. She roamed from room to room, unable to settle. A shrill whistle cut through the air – it was Mr. Thompson, and he was approaching her front door. The tree had to go.

"Good afternoon, Clara." His smile was stiff, his eyes avoiding hers. The maple's roots are causing problems, you see. Her own face felt tight, her jaw clenched.

"Yes, Mr. Thompson?" The words came out tight. She wanted to explode, to destroy, to run.

"I was wondering if… if we could…" He gestured vaguely at the tree. She knew the request before he spoke the words. Her gaze flicked to the tree, its leaves already beginning to turn. "I'll give it some thought." The tree seemed to mock her with its silent presence.

Emotion: restless

Cluster: Fatigue / Lethargy
PC1 (Valence): -0.51 Negative
PC2 (Disposition): -0.25

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
own0.485
0.363
S0.333
tìm0.316
destination0.272
Suppressed:
B-0.421
заслу-0.297
টুকু-0.211
arada-0.204
background-0.202