frightened - Story 50616 | Emotion Vectors in Gemma4-31B

David stood by the bar, nursing a soda water. The noise of the party buzzed around him, a meaningless hum. He felt a disconnect, as if he were observing the scene from behind a pane of glass.

He had avoided the other guests, preferring the solitude of the corner. He knew the speech was coming, like a dark cloud gathering on the horizon. His pulse raced.

He saw his sister approach, her face a mask of concern. He managed a weak smile, feeling a sharp pang of envy at her calm composure. He took a large gulp of his drink, his mouth suddenly feeling parched.

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
`worse`	0.301
`😖`	0.294
`느껴`	0.294

Suppressed:

`de`	-0.630
`la`	-0.616
`a`	-0.347
`"`	-0.345
`happy`	-0.294