The world tilted. "Ms. Peterson?" Jessica’s mother, Maria, repeated, her voice thin. She felt suddenly lightheaded, as if the oxygen had been sucked from the room. Her daughter, Chloe, was excitedly chattering about art class. Maria had the opposite of excitement.

The old art room, with its smell of stale paint and relentless criticism, sprang to mind. Ms. Peterson’s voice, sharp and cutting, was a familiar sting. Maria’s own attempts at creativity had died under her teacher's gaze. Now she felt the weight of her past, threatening to suffocate her.

She found herself staring at Chloe, the girl’s cheerful face a painful contrast to her internal turmoil. The idea of Chloe feeling that same crushing defeat, the same artistic paralysis, consumed her. Her chest felt heavy, her breath shallow.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294