skeptical - Story 133080 | Emotion Vectors in Gemma4-31B

The concert hall was a cacophony of sound and anticipation. Liam had told her he was a musician, and she had bonded with him over their shared love of music. Now, he was here, looking at her, a guitar case at his side.

He gave a small, nervous wave. She noticed the way his hands trembled. She stared, her senses on high alert. The music, a lively tune, faded into the background.

She wasn't sure what to do.

Emotion: skeptical

Cluster: Suspicion / Vigilance

PC1 (Valence): -0.02 Negative

PC2 (Disposition): 1.45

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`de`	0.468
`que`	0.396
`la`	0.346
`a`	0.333
`🧐`	0.327

Suppressed:

`再び`	-0.304
`终于`	-0.299
`再次`	-0.270
`終於`	-0.263
`momentarily`	-0.255