perplexed - Story 104650 | Emotion Vectors in Gemma4-31B

He hadn't slept well. The information had been a shock. He sat at the counter, staring at his untouched coffee. The morning sun felt too bright, the birdsong too cheerful.

He’d always imagined his career unfolding in a predictable trajectory, a series of promotions and challenges. The news had shattered that illusion. He got up and walked to the door.

He felt a deep unease. He was adrift. He did not know what to expect.

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