The slam of the front door was loud enough to make Martha jump. Her hand flew to her chest, where her heartbeat was already doing a frantic drum solo. She peered through the blinds, seeing Mrs. Henderson, face tight, marching back into her own house. A fresh wave of heat washed over Martha.

She sank back onto the sofa, the cushions suddenly feeling prickly and uncomfortable. Her fingers trembled as she reached for the remote. The TV blared commercials, each one grating on her nerves. She flipped the channel, then another, then another, searching for something, anything, to quiet the buzzing in her ears.

The floorboards creaked upstairs. Her son was probably home from school. She needed to tell him, again, about keeping it down. Martha felt a knot tighten in her stomach.

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