The sun, a fiery orb through the kitchen window, offered no comfort to Clara. She sat at the table, the list spread before her like a damning accusation. Her grandmother's neat script taunted her. "Ride a horse." Clara squeezed her eyes shut, imagining the terrifying height.

She felt a hollowness in her stomach. β€œTravel to Italy.” "Learn to paint." The tasks were overwhelming. Her breath caught in her throat. She found herself hyper-aware of every sound: the ticking clock, the rustle of leaves outside.

She pushed the list away, but it slid back. The weight of her grandmother's unfulfilled dreams felt crushing. She wanted to scream, to run. She felt a wave of dizziness wash over her. It was simply too much.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
πŸ˜–0.317
λ§ˆλ‹€0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314