He noticed it during a late-night study session. Professor Davies, his college philosophy instructor, had liked his latest tweet. He reread the tweet: a sarcastic comment about Plato. He froze. A coldness settled in his gut.

He clicked on Professor Davies’ Twitter profile. It was locked. He stared, completely motionless for a long moment, then quickly turned off his laptop, the sudden silence amplifying the thrumming in his ears. He got up and walked to the window, staring blankly at the dark street below. He felt a profound sense of unease.

Emotion: bewildered

Cluster: Surprise / Confusion
PC1 (Valence): -1.87 Negative
PC2 (Disposition): -0.48

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
будто0.300
ness0.255
像是0.241
worse0.231
Worse0.219
Suppressed:
la-0.373
மகி-0.229
happy-0.226
ecstatic-0.226
K-0.219