He found it on the doorstep when he returned from work. A simple, brown paper package, tied with string. The name on the front was unfamiliar: “Eleanor Vance.” He cautiously picked it up, expecting it to be light, but it was surprisingly heavy.

He carried it inside, his gaze darting around the hallway. The air in his apartment felt stale and thick. He set the package down on the table, trying to work up the courage to open it.

His palms were slick with sweat. He grabbed a kitchen knife, the steel gleaming under the dim light. Each movement felt deliberate, slow. He took a long, unsteady breath, the smell of something metallic filling his nostrils.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion frightened. 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 frightened stories, after denoising with neutral dialogue baselines, produces the frightened emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the frightened vector is projected through the unembedding matrix.

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294