The old Victorian house had been a steal. But now, standing before the newly-discovered door in the basement, Clara regretted her impulse buy. The door, cleverly concealed behind a false wall, was made of heavy, dark wood, with a single, rusty iron handle. A cold dread seeped into her bones.

She backed away, then immediately forced herself to turn around. She had to see what was behind it. She reached out, her hand hovering just above the handle. A wave of nausea washed over her. She knew, with a certainty that chilled her to the core, that opening that door was a terrible idea.

Her muscles ached with tension. She closed her eyes, took a shaky breath, and, with a sudden burst of resolve, yanked open the door.

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