He was talking to her mother. The image, unbidden, flashed through Michael’s mind, and he had to fight the urge to duck behind a decorative fern. He took a sip of water, the cold liquid doing little to soothe the sudden dryness in his mouth.

He wished he had stayed home. He’d promised himself he’d be fine, that he’d treat this evening as any other. Now, the air seemed thinner, harder to breathe. He felt a bead of sweat trickle down his temple. He straightened his tie, then immediately loosened it again.

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