He nearly dropped his phone. "Lisa Johnson wants to be your friend." He re-read the message, his brow furrowed. Lisa Johnson, the queen bee who had made his school life a misery. The air in his apartment seemed to thicken, making it difficult to breathe.

He felt a deep, unsettling unease begin to simmer in his gut. He pushed the notification away, but it continued to linger in the back of his mind. He looked around his living room, at the familiar objects, the cozy furniture. He felt strangely disconnected from it all.

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