He walked into his mother's old bedroom, the scent of lavender and mothballs filling his nostrils. The list sat on her bedside table, a stark white rectangle in a room of muted colors. *Learn to play chess*. He felt a chill creep up his spine.

The second entry was less startling: *Plant a rose garden*. He couldn't quite see it. The next item, though, twisted the knot in his stomach tighter: *Sing karaoke in public*. He felt his vision blur. The final entry, written in a flourish, caused the room to tilt: *Go to a rock concert*. He gripped the list so hard his knuckles turned white.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309