A cold sweat slicked down Elias’s back as his roommate, Ben, described the perfect dog, a golden retriever named Winston. The image conjured in his mind's eye felt distorted, a menacing beast in disguise. He swallowed hard.

"He'll be good company, man," Ben said, oblivious. "We'll go hiking, play fetch..."

Elias’s chest constricted. He found himself backing away, a barely perceptible shift, but a retreat nonetheless. The walls of the room seemed to press in on him, suffocating. He needed air.

“That’s… that’s a big commitment, Ben,” he stammered, his voice tight. Each word felt like a tiny, fragile shield against a looming danger. His gaze flickered towards the window, a desperate plea for an escape route.

The thought of sharing his space with an animal, a creature he couldn't control, made him want to bolt.

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