alarmed - Story 1080 | Emotion Vectors in Gemma4-31B

The concert was crowded. "NeonDreamer" had told her they were going. He had described the concert in great detail. Now, in the crush of people, she saw him. The same rainbow hair, the same oversized hoodie, the same way of bobbing his head to the music.

A wave of nausea washed over her. She pushed her way through the crowd, ignoring the glances and the shouts. She had to get away. The music seemed to amplify the pounding in her chest.

Emotion: alarmed

Cluster: Fear / Anxiety

PC1 (Valence): -2.07 Negative

PC2 (Disposition): -0.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`😰`	0.304
`😨`	0.272
`worse`	0.269
`😣`	0.261
`не`	0.254

Suppressed:

`de`	-0.323
`enthusi`	-0.258
`happy`	-0.235
`delight`	-0.225
`ية`	-0.217