The clock on the wall seemed to taunt him, its hands moving with agonizing slowness. James couldn't concentrate on anything. His thoughts were a tangled mess, a chaotic whirlwind of self-doubt and anxious speculation. He kept replaying the interview in his head, dissecting every word, every gesture.

He felt a sudden, inexplicable urge to flee, to escape the oppressive atmosphere of the office. He considered calling in sick, but knew that would only make things worse.

He glanced at his phone, hoping for a message, a sign, anything to alleviate the tension. Nothing. He slammed his fist on the desk.

Emotion: rattled

Cluster: Fear / Anxiety
PC1 (Valence): -2.29 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion rattled. 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 rattled stories, after denoising with neutral dialogue baselines, produces the rattled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the rattled vector is projected through the unembedding matrix.

Promoted:
S0.264
😣0.261
worse0.256
😞0.248
😖0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234