The new apartment, the designer clothes, the sudden influx of cash… Something didn't sit right with Michael's friend, Ben. He'd been telling everyone about his new role as a "digital marketing guru." It sounded fancy, but Ben hadn't ever been very tech savvy.

He'd invited Ben over for dinner, hoping to get a clearer picture. As Ben talked, the familiar feeling returned. The way he talked about the company, the way he described his role, didn't match the Ben he knew. He kept glancing around the room, trying to work out where the money had come from. The meal felt heavy in his stomach. The wine tasted flat. He had no idea what to say.

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