“Unsuccessful.” The word echoed in Chloe's mind. The email was a cold slap in the face. She sat at her kitchen table, staring blankly at the screen. She had checked and double checked everything, her application perfect. Her interview had gone well. Or so she thought.

She stood abruptly, pacing her small living room, the linoleum cold beneath her bare feet. She felt a growing disquiet, a feeling of unease that settled in her stomach. She went to the window, watching the rain streak down the glass, blurring the outside world. She remembered Mr. Davis, the committee head, giving her a particularly piercing look during the interview. Why?

Emotion: suspicious

Cluster: Suspicion / Vigilance
PC1 (Valence): -0.82 Negative
PC2 (Disposition): 0.82

Role in Research

This story is one of 1,000 stories generated for the emotion suspicious. 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 suspicious stories, after denoising with neutral dialogue baselines, produces the suspicious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the suspicious vector is projected through the unembedding matrix.

Promoted:
🤔0.420
🤔0.415
🧐0.362
0.352
suspicious0.352
Suppressed:
and-0.307
alleviate-0.301
ได้รับการ-0.298
allevi-0.285
mouthful-0.284