perplexed - Story 104027 | Emotion Vectors in Gemma4-31B

The vibrant colors of the drawing seemed to mock the hollowness within him. Daniel’s stomach churned as he looked at the sketch. His nephew, Ethan, had drawn a creature with multiple arms and legs made of clockwork gears: "Tick-Tock." He'd created it to deal with his anxiety.

He couldn't help but feel a growing sense of dread. The creature was a perfect replica of the one he’d obsessively sketched as a child, right down to the little gears.

He felt the sudden urge to leave the room, to escape. But he forced a smile and asked Ethan what Tick-Tock was doing today. The reply, spoken with innocent excitement, felt like a punch.

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