The shadows in the hallway seemed to lengthen, swallowing the light as Clara's roommate, Emily, gushed about getting a parrot. The thought was a sharp, jagged edge scraping at Clara’s peace.

"He could talk! Imagine!" Emily's eyes gleamed with delight.

Clara’s breath hitched in her throat. She found herself clutching her own arms, a protective gesture. The idea of a noisy bird, a creature with sharp claws and an unknown temperament, perched somewhere in their apartment filled her with a nameless unease.

She focused on her own breathing, trying to regain control. The air in the room felt thick, heavy. She felt a strange tingling in her fingertips. “Emily, I… I don’t know if that’s a good idea,” she whispered, her voice trembling slightly.

The prospect of a pet made her want to retreat, to hide in the silence of her room.

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