skeptical - Story 133563 | Emotion Vectors in Gemma4-31B

The email from Sarah arrived with a fanfare of emojis, inviting everyone to a “surprise” laser tag extravaganza the very same evening as Emily's meticulously planned pottery class. Emily reread the message, a knot tightening in her chest. The cheerful tone felt… engineered. She knew Sarah, and she knew her penchant for dramatic reveals.

Emily stared at the screen, the cheery font mocking her. She ran a hand over her forehead, which was suddenly slick with sweat. The pottery class was a sanctuary, a quiet haven of clay and creativity. The thought of it being traded for a frenetic, competitive game filled her with an unknown dread.

Her phone buzzed, a message from Sarah. "OMG! You HAVE to come! It's going to be the BEST night EVER!" The incessant exclamation points only heightened the feeling of unease. Emily typed a reply, her fingers moving slowly, composing a gentle, apologetic response, certain she was missing the full truth of the situation.

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