He stood in the middle of the open-plan office, surrounded by the rhythmic clatter of keyboards. He felt like an intruder. He’d been comfortable, secure, in the accounting department, crunching numbers. Now, he was in the project management office, learning a whole new language.

He adjusted his glasses, feeling a bead of sweat trickle down his forehead. His old desk felt like a distant dream. His gaze darted around, trying to catch the eye of his new supervisor, a woman whose face, perpetually set in a frown, had the appearance of a hard-boiled egg.

He cleared his throat, feeling a deep ache in his chest. A sudden, sharp longing.

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