skeptical - Story 133152 | Emotion Vectors in Gemma4-31B

The fluorescent lights of the coffee shop hummed, mirroring the buzz in my head. Across the table, Liam was practically vibrating with excitement. He’d landed an interview for the software engineer role at Stellar Systems. I'd applied too, of course.

I stirred my latte, watching the cream swirl in a perfect, untroubled vortex, a stark contrast to the chaos inside me. Liam’s enthusiasm felt… heavy. He kept gushing about the company’s cutting-edge projects and generous benefits. I kept nodding, offering generic, supportive responses.

My palms were slick. This Stellar Systems sounded amazing, perhaps too amazing. Every time Liam mentioned some new perk, I found myself anticipating the inevitable disappointment. The interview felt like a carefully crafted illusion.

"So, what do you think?" Liam asked, beaming.

"Sounds… promising," I replied, forcing a smile.

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