The university lecture felt interminable. Amelia fidgeted with her pen, tapping it against the desk until the sound grated on her own nerves. She kept glancing at the clock, each passing minute felt like an hour. Her thoughts chased each other like a storm in her mind.

A student in the front row suddenly turned around and looked at her. "Do you…?" he began, then hesitated. He pulled up his sleeve, revealing a small, oddly shaped birthmark. "Does yours look like this?"

Amelia, stunned, lifted her own sleeve. The mark was a perfect match. A shared sense of bewilderment filled the space between them.

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