"Have a good day, honey!" Emily called, her voice trembling slightly. Her daughter, Chloe, waved, skipping into the classroom. There, behind the desk, was Mr. Davies. He had barely aged. Emily felt a surge of coldness.

The moment he looked at her, his eyes narrowed slightly, a spark of recognition. Emily swallowed, her throat suddenly dry. She knew, with absolute certainty, what was coming. She felt trapped in an invisible cage.

She tried to force a smile, but it felt twisted. Her palms became slick with perspiration. A profound sense of vulnerability washed over her, making her want to hide.

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