He counted the tiles on the ceiling, a futile attempt to distract himself. His leg bounced. The elevator, stuck between floors, felt like a pressure cooker. He kept glancing at the phone, as if willing it to spring to life. His colleague, Sarah, seemed surprisingly calm, but he was not.

He felt an urge to shout, to break something. He took a deep breath, trying to control the surge of frustration. He paced the small space, a confined journey of a few steps. He then started to tap his fingers against his thigh, a restless staccato rhythm that he couldn't stop.

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