The critic’s words seemed to swirl around him, a vortex of negativity. Daniel’s breath caught in his throat. He tried to swallow, but his mouth was dry. He felt a strange tingling in his fingertips, as if his blood had turned to ice.

He sat on a stool in the pantry, surrounded by cans of tomatoes and jars of pickles, the usually comforting smells now stifling. He felt a primal instinct to protect himself, to shield himself from the world. He pressed his face into his hands, trying to muffle the sounds of the kitchen.

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