skeptical - Story 133625 | Emotion Vectors in Gemma4-31B

“Ugh,” Ben groaned, leaning back in his chair. Ms. Rodriguez, the drama teacher, had requested to follow him. He hadn't expected this.

He visited her profile. Lots of theater-related posts and pictures of past students. He felt a nagging discomfort, as if he was being scrutinized.

His mind flashed back to the last drama class when he openly mocked a student’s performance. The uncomfortable feeling in his stomach solidified. He wondered if this was a way to watch him, to keep tabs on his words and behaviors.

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