The attic air hung thick and dusty, catching in Amelia's throat as she pulled the cardboard box from the shadows. The tape ripped, and she hesitated, her fingers suddenly clumsy. A cascade of sepia-toned images spilled out. She knelt, heart hammering against her ribs, and fumbled for a photo depicting her grandmother, Clara, arm-in-arm with a man who was distinctly not her grandfather. Clara always said she’d only ever loved one man, a war hero who died before they could marry.

Her vision blurred. She rubbed her eyes, then reached for another picture. This one showed the pair laughing, sharing a picnic basket by a river. Another, and another. The man’s face, a young, jovial version of someone she didn't recognize, smirked back at her. Her hands began to tremble. Her family’s carefully constructed history, the cornerstone of her childhood, felt suddenly fragile, like a house of cards about to collapse.

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