perplexed - Story 104586 | Emotion Vectors in Gemma4-31B

“Well, this is unexpected,” Amelia muttered, as the band started their set. The stage lights were blinding, but the unmistakable opening notes of *her* song, a song she'd written years ago, pierced the noise. She clutched her drink tightly, her knuckles white.

She felt a hollowness in her stomach, an internal shift that unsettled her. This was wrong. This couldn’t be happening. She’d performed this song hundreds of times, and its composition and meaning were like fingerprints on her soul. She stared, wide-eyed, at the lead singer. It was *her* song, but now… it belonged to someone else.

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