He stood motionless, his gaze fixed on the vacant space. His hands, usually animated, hung limp at his sides. The sun, previously a welcome warmth on his face, now felt oppressive. The air seemed thick, heavy with an unspoken accusation. He’d driven all the way back to his childhood home, a journey made thousands of times. But this… this was new.

His heart thumped a frantic rhythm. He remembered the tree’s gnarled branches reaching towards the sky, offering shade from the summer heat. His grandmother used to sit beneath it, reading, a picture he’d carried in his mind's eye for years. Now, only a small, broken mound of sawdust. He ran a hand through his hair, a gesture he’d repeated countless times during moments of stress, as though he could physically erase the reality of what he was seeing.

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