He stared at the eviction notice, his jaw clenching. He felt a cold sweat prickling his skin. The cheap linoleum floor felt suddenly unstable beneath his feet. He had worked so hard to make this place a home. He'd painted the walls, hung the pictures, and nurtured a small collection of plants.

His pulse quickened. He started pacing, back and forth, from the window to the door. Each stride felt like a test, each turn a battle. His hands were clasped behind his back, fingers digging into his palms. He didn’t know how he would tell his children.

He went to the window, and stared at the street below, at the bustling lives of the people who were not facing the same fate.

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