The doorbell rang, a shrill, unwelcome sound that sliced through the quiet of the evening. Amelia’s hands flew to her chest, her heart hammering against her ribs. She glanced at the music speaker, the volume dial set to a reasonable level, but still… She knew exactly who it was. The dreaded Mr. Henderson.

A bead of sweat trickled down her temple. She took a deep breath, trying to steady herself. Her stomach churned. The music stopped.

“Coming!” she called, her voice sounding thin and reedy. She smoothed down her dress, the fabric suddenly feeling rough and unfamiliar.

When she opened the door, Mr. Henderson stood there, his face tight. “We’re having a problem, Amelia,” he said, his voice low and pointed. “The music, it’s… loud.”

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258