The meeting was over, and the outcome unknown. She was back at her desk, and the silence in the office was deafening. The ticking of the clock was unbearably loud. She kept replaying the interview in her mind, analyzing every word, every gesture.

She felt the need to move, to do something, anything. She cleaned her desk, arranged her pens, and alphabetized her papers. She was searching for a distraction. She picked up the phone to call her mother and then abruptly slammed it down.

She felt like she was trapped. Her breathing was shallow. She couldn't focus. She felt an overwhelming sense of frustration and unease.

She began tapping her foot, a relentless beat against the floor. She needed something, anything, to break the stillness, to stop the churning inside. The wait was agony.

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