The afternoon sun slanted through the window, highlighting dust motes dancing in the air. John was sketching. He’d left his journal on the desk, open. He turned to face his roommate. "Liam?"

Liam continued drawing, seemingly oblivious. John felt a coldness spread through him. Liam had the habit of chewing on his lip when he was nervous, which he was doing now.

He felt a sudden need to flee, to disappear. His breath hitched in his throat. Every inch of his body felt exposed, vulnerable. He wanted to shout, to confront Liam, but the words simply wouldn't come.

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
πŸ˜–0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294