The text message arrived as she was about to leave for work. "Can we talk tonight? Important." The words, written in her native Albanian, were simple, but they left Elisa breathless. Her partner, Mark, never used the language. She'd shared it with him, hoping he'd learn, but it had always been a distant aspiration, something they'd never seriously pursued.

Elisa quickly typed a reply, her fingers fumbling over the keys. Her usual carefree demeanor evaporated. She felt trapped. The walls of her apartment suddenly seemed to be closing in.

She glanced at the clock, the seconds ticking away with excruciating slowness. The thought of facing him later, of not knowing what he would say, created a terrible tension.

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
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314