David leaned against the peeling paint of his porch, arms crossed, watching Mr. Abernathy’s driver unload groceries from a gleaming SUV. He’d known Mr. Abernathy for years, a retired accountant who always wore the same tweed jacket. David always thought he was just a regular guy. Now, David was staring at the evidence of an elaborate, expensive life.

He felt a tightness in his jaw. The smell of freshly cut grass, usually a comfort, now felt like an irritant. It had become a sign of a life he couldn’t have. He thought about his own meager savings.

He kicked a loose pebble across the yard, the small sound loud in the sudden silence. He went inside and slammed the door, the noise echoing through the empty rooms.

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