He slammed the door of his office with a force that made the framed degree on the wall rattle. David slumped into his chair, the announcement from his advisor, Professor Miller, still flashing on the screen. He felt a profound sense of disorientation, as though his world had been tilted on its axis.

The familiar scent of old books and stale coffee, usually a comfort, now felt oppressive. He ran a hand through his hair, the gesture conveying a mix of frustration and utter helplessness. His meticulously planned schedule, the deadlines he had imposed on himself, seemed absurd, inconsequential.

He leaned forward, placing his head in his hands. He felt a deep, almost primal feeling of abandonment.

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