afraid - Story 59 | Emotion Vectors in Gemma4-31B

He scanned the pawn shop. The items looked cheap and forgotten. The ring felt different, though, it felt dangerous. His hands felt cold, clammy. He could feel a cold sweat on his forehead.

He felt the knot tighten in his stomach, a physical manifestation of his apprehension. The air around him seemed to grow thick and oppressive. He swallowed hard.

The shop owner, a stout woman with a perpetual frown, turned to look at him, her gaze unnervingly keen. "Can I help you?" Her voice had a harsh edge to it.

He took a step back, his eyes darting around the shop, searching for an exit. He could feel his heart pounding in his ears, a frantic rhythm against the silence. The ring, a glittering symbol of the past, was a stark reminder of all he had lost.

Emotion: afraid

Cluster: Fear / Anxiety

PC1 (Valence): -2.76 Negative

PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion afraid. 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 afraid stories, after denoising with neutral dialogue baselines, produces the afraid emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the afraid vector is projected through the unembedding matrix.

Promoted:

`😣`	0.316
`마다`	0.314
`worse`	0.313
`😰`	0.303
`恐惧`	0.290

Suppressed:

`de`	-0.691
`la`	-0.562
`a`	-0.402
`"`	-0.316
`brag`	-0.293