Rain lashed against the windows of Leo's studio, mirroring the tempest within him. He was scrolling through Instagram, idly, when it hit him. A woman, posing in front of a neon-lit bar, had a perfect replica of his “Urban Decay” series tattooed on her thigh.

He stopped breathing for a moment. He ran his hand through his hair, leaving his scalp throbbing. The colors, the lines, the hours of painstaking work, were now… a party decoration?

He wanted to scream. He wanted to understand. He felt as though the world had tilted on its axis, leaving him grasping for equilibrium.

His fingers fumbled for his phone, and he quickly typed a message to his agent. He needed a drink. Immediately.

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