He’d known, of course, that it was a long shot. But still, the email’s blunt refusal felt like a physical blow. He slouched in his chair, the cheap plastic digging uncomfortably into his back. The classroom around him buzzed with the chatter of his classmates, but all sound seemed distant, muffled.

A wave of nausea washed over him, and he leaned forward, resting his forehead on the cool surface of his desk. He felt a throbbing ache behind his eyes. He had meticulously calculated every expense, every potential income source. Now, that careful structure was crumbling.

He took a deep, ragged breath, trying to regain some semblance of control. The upcoming exams loomed large in his mind, and this news threatened to derail him. He lifted his head, a strange tightness gripping his jaw.

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