The knock, sharp and insistent, echoed in the otherwise quiet apartment. She froze, her hand halfway to the volume control. The door was the last thing she wanted to open.

Her pulse accelerated. Each beat was a sharp drum against her ribs. She took a step back, her back hitting the cold wall. She felt trapped. The noise was unbearable.

“Just…just a minute,” she called, her voice thin and shaky. She quickly turned down the music, her movements jerky and uncoordinated. She wished the day would just end.

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