A leaden weight settled in Thomas’s chest. He and Emily had always been friends, collaborating on projects, sharing ideas. Now, the promotion pitted them against each other. The camaraderie they had previously shared was gone.

He glanced at her desk. She was talking on the phone, her voice animated, her posture straight. He felt a sudden, inexplicable urge to avoid her. He found himself avoiding the lunchroom, missing team meetings, and taking the long way around the office to avoid eye contact.

Emotion: perplexed

Cluster: Surprise / Confusion
PC1 (Valence): -1.42 Negative
PC2 (Disposition): -0.16

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
🤔0.330
L0.300
🤔0.296
S0.273
que0.264
Suppressed:
மகி-0.227
rest-0.222
ecstatic-0.212
alleviate-0.210
uplifting-0.196