He found himself standing on his porch, the sunlight so bright it felt almost aggressive. Mr. Henderson, a man he barely knew, was pointing at a patch of his meticulously manicured lawn. A patch he’d spent the entire spring perfecting.

“Just a small area,” Mr. Henderson was saying, his voice a low hum. “For a few herbs. Nothing intrusive.”

He felt a strange pressure building behind his eyes, a sensation like the world was slightly out of focus. The grass, usually a comforting green, seemed to shift and shimmer in the light. He wanted to say something, anything, but his tongue felt thick, heavy in his mouth. He just nodded, dumbly, as Mr. Henderson continued to plan out the irrigation system.

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