The weight of the afternoon hung heavy in the air. The television droned on, a pointless backdrop to his aimless existence. He sat slumped on the couch, the cushions swallowing him whole. He felt no desire to watch anything on the screen.

He should be doing something, anything. Finding a new apartment. Looking for a job. Exercising. But the thought of each task sparked an internal rebellion, a weary refusal to engage.

He stood abruptly, a sudden tremor shaking his frame. The house felt suffocating, the walls closing in. He reached for his phone, and thought about going outside, but did not. He just paced, a caged animal, feeling the need to do something, anything, to break free.

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