The realtor had said the attic was "empty." Now, staring at the assortment of forgotten treasures, Maria felt a knot tighten in her stomach. It felt as though someone was reaching out from the past.

A collection of vintage hats, perched on hat stands, stared down at her like silent observers. She wanted to scream. She took a step backwards, breathing shallowly.

A cobweb brushed against her cheek. She flinched, her eyes darting around the space. Her pulse quickened. There had to be a way out of here.

Her gaze landed on a small, leather-bound journal. Maria reached for it slowly, as if approaching a wild animal.

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