The coffee cup trembled in her hand, the hot liquid sloshing precariously close to the rim. Sarah shifted in her seat at the diner, unable to find a comfortable posture. Her mind raced, a runaway train of anxieties and unanswered questions. She'd stared at the same crossword puzzle for an hour, the letters blurring into an indecipherable mess. A news article popped up on her phone, a small blurb about a local therapist. The name, "David Miller," sent a shock of recognition through her. David Miller, the boy who'd made her childhood a living hell. Now he was a helper?

She slammed the phone down, suddenly wanting to scream. She had to understand, to know how, if at all, it was possible.

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