perplexed - Story 104678 | Emotion Vectors in Gemma4-31B

The aroma of freshly brewed coffee, usually a comfort, now felt oppressive in Liam's cramped office. He took a sip, but the coffee tasted like ash. The email was a cold stone in his stomach.

He leaned back in his chair, his gaze fixed on the ceiling. He felt a sudden, inexplicable hollowness, a void where hope had been. The research, the deadlines, suddenly seemed impossibly distant.

He ran a hand through his hair, tugging at the strands. He wanted to scream. He wanted to run. But he was frozen in place, paralyzed by the sudden shift in his academic landscape.

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