The mechanic’s words echoed in Leo’s ears, each syllable a hammer blow against his skull. “Another guy already did it, pal. Patent’s locked down. Same design, almost down to the bolts.” His self-adjusting wrench, his pride and joy, was now just a pipe dream.

Leo’s jaw tightened. He found he couldn’t meet the mechanic’s gaze. He looked at his hands, calloused from years of work, now feeling useless. He had a sudden urge to hit something, to break something, to release the turmoil inside him.

The garage, smelling of oil and steel, suddenly felt cramped, suffocating. He excused himself and walked out into the bright sunlight, the world seeming far too loud.

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