perplexed - Story 104019 | Emotion Vectors in Gemma4-31B

The silence in the room was almost tangible. Alex sat rigid, his body tense. His older sister, Emily, had just announced her conversion to Rastafarianism. He stared at the worn, familiar patterns of the Persian rug, unable to meet her eyes.

He picked at a loose thread on the armchair, pulling at it until it broke. The thread, now severed, seemed a physical manifestation of the disruption he felt. His chest ached.

The rhythmic thrum of the refrigerator in the kitchen felt deafening. He couldn't compute what she'd told them. Everything felt different.

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