The new office hummed with the incessant tap-tap-tapping of keyboards, a percussive rhythm that assaulted David's ears. He sat at his new desk, a cold, sterile expanse of grey. He stared out the window, at the distant cityscape, and tried to remember what he’d been doing before, in the quiet, focused solitude of the research lab. He had been conducting an experiment.

He rubbed his eyes, feeling the sting of unshed tears. The project manager, a man in a crisp suit, was explaining the importance of “cross-functional collaboration.” David hadn't understood most of the jargon. The smell of the new air freshener was cloying. He clenched his fists, struggling to breathe.

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