The new department was full of bright colours and loud music. John, newly transferred to the design team, stood awkwardly by the doorway. He’d worked in the quiet library for fifteen years. This, to him, felt like stepping onto another planet.

He adjusted his glasses, a nervous tic. He watched the designers, laughing and collaborating. He watched them move about freely. He felt exposed, like he was in a glass cage.

The office was filled with energy. He felt none of it. He felt the absence of the quiet hum of the library, the comforting weight of the books. He felt a sudden, deep resistance to this new environment. The new music was too loud.

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:
de0.468
que0.396
la0.346
a0.333
🧐0.327
Suppressed:
再び-0.304
终于-0.299
再次-0.270
終於-0.263
momentarily-0.255