A coldness crept up Maya’s spine as the Dean’s secretary called her into the office. The air conditioning was cranked up, the room glacial. She sat, hands clasped tightly in her lap, knuckles white. The Dean’s smile felt brittle, strained. He explained the error, the mix-up in paperwork, the intended recipient of the full tuition grant. The words were a muffled drone, barely registering. Maya’s vision tunneled. Her breath hitched. She felt disconnected, as though watching herself from a distance. A bead of sweat traced a cold path down her temple.

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