He ran his hand through his hair, the gesture a nervous tic. Mark’s father was in hospital, and he had been counting down the minutes until he could get to the airport. Now, he was stranded. The news of the delay hit him like a physical blow. He felt a hollowness in his chest.

He looked at the departure board, a chaotic arrangement of letters and numbers that seemed to mock his plight. He replayed the phone call from his sister, her voice thick with worry. He had to be there.

He wandered through the crowded terminal, feeling disoriented. The sheer volume of people, the echoing announcements, all conspired to amplify his distress. He couldn’t seem to find his center.

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