perplexed - Story 104025 | Emotion Vectors in Gemma4-31B

The air in the art room suddenly felt thick, stifling. Alex ran a hand over his face, feeling his cheeks grow warm. He couldn't quite believe what he was seeing: his niece's drawing of a dog with glowing eyes and the ability to fly. The dog, "Zoom," had been his only friend during a year of bullying.

"That's a very… unique dog, Maya," he managed, his voice strained. He felt a tightness in his chest.

Maya looked up at him, her eyes bright with enthusiasm. Alex remembered the countless hours he’d spent drawing Zoom as a boy, seeking solace in his imagination. He felt a dizzying disorientation.

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