The clock on Emily’s desk seemed to tick slower than usual. Each second was an eternity. She'd been staring at her screen for an hour, the same report open, not a single word typed. She was supposed to be preparing for the presentation, but she couldn't concentrate. The air in her cubicle was stuffy and stale.

She abruptly stood, pushing the chair backward with a sudden jolt. The noise echoed in the quiet space. She walked over to the break room, needing to stretch. She poured a cup of lukewarm tea. The taste was disappointing.

She needed to take a walk, even if it was just around the block. She couldn't stay here, not now. The walls were closing in, the pressure mounting. She could feel the pulse in her temples, a dull, persistent throbbing. Her shoulders ached with tension. The waiting was killing her.

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