The attic stairs creaked under Liam's weight as he hauled up the boxes. He had been looking for a specific Christmas ornament. Instead, he found a trove of old pictures. He'd always known his father had been a bit of a rake in his youth. The stories were vague, hinting at a wild side. But the photographs were another thing altogether.

One photo depicted his father riding a Harley, a girl perched on the back. Another photo showed his father at a casino, with a winning hand, a look of triumph on his face. This wasn’t the quiet, thoughtful man he knew. The shock was a physical blow. He felt lightheaded.

Liam backed away, the box forgotten. He needed air. He felt a profound sense of disorientation, a sense that he was looking at a person he didn't recognise. He needed time to process the conflicting images. He didn’t know where to start.

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