A tightening sensation in Liam’s chest felt like a knot. He kept pacing the cramped confines of his apartment, the wood floors creaking in protest with each turn. The silence was deafening, amplified by the ticking clock on the wall. He grabbed his phone and intended to send a joke to his coworker, Mark. The carefully crafted punchline never made it. Instead, his thumb fumbled, and the message “Bored. So very bored.” pinged into the chat window of his demanding, and often critical, boss, Mr. Henderson.

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