perplexed - Story 104018 | Emotion Vectors in Gemma4-31B

The phone felt heavy in Elena's hand. She'd just finished a conversation with her son, Daniel, who announced he was joining the Baha'i faith. She set the phone down with a thud.

She moved to the window. Outside, a flock of birds took flight, their swift movements a stark contrast to the inertia that had overtaken her. The room felt suddenly small, constricting.

Her mind raced, replaying every conversation she'd had with Daniel, searching for some clue, some indication of this change. Why hadn't she seen this coming?

Emotion: perplexed

Cluster: Surprise / Confusion

PC1 (Valence): -1.42 Negative

PC2 (Disposition): -0.16

Role in Research

This story is one of 1,000 stories generated for the emotion perplexed. 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 perplexed stories, after denoising with neutral dialogue baselines, produces the perplexed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the perplexed vector is projected through the unembedding matrix.

Promoted:

`🤔`	0.330
`L`	0.300
`🤔`	0.296
`S`	0.273
`que`	0.264

Suppressed:

`மகி`	-0.227
`rest`	-0.222
`ecstatic`	-0.212
`alleviate`	-0.210
`uplifting`	-0.196