The hum of the fluorescent lights in the science lab grated on Amelia's nerves. She’d abandoned her experiment hours ago, the intricate set-up now appearing as a complicated puzzle she no longer wanted to solve. She kept looking at the clock on the wall, each tick amplifying her inner disquiet.

The scholarship had given her hope, a belief in her abilities. Now, the weight of the truth threatened to crush her. Every success felt wrong, every achievement shadowed by the knowledge that it wasn't truly hers.

She gathered her things, her movements jerky and abrupt. Her lab coat felt suddenly constricting, she needed air. She grabbed her bag and bolted from the lab, slamming the door behind 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