The concert was deafening, the bass vibrating through Elara's very bones. While everyone else seemed lost in the music, she was acutely aware of her own body, of the frantic flutter in her chest. She needed air, a space to breathe. She moved through the crowd, unable to stay in one place.

She bumped into a man, knocking the drink from his hand. "Oh, I'm so sorry!" she stammered, immediately regretting the accidental contact.

He just shrugged and ran a hand through his hair. Then he pointed to the back of his neck, where the skin was a slightly unnatural shade of purple. Elara instinctively touched her own neck, feeling the same discoloration. A wave of both dread and recognition washed over 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