perplexed - Story 104669 | Emotion Vectors in Gemma4-31B

Her eyes kept returning to the small, red button. The one that was supposed to summon help. She had pressed it repeatedly, each time with growing frustration. A sense of helplessness washed over her.

She looked at Mark, who was sitting on the floor, his back against the wall. He looked completely defeated. She felt a pang of something akin to panic.

She took a deep breath, trying to calm her racing heart. She needed to do something. Anything. But what? The thought was overwhelming. She felt the tears well up.

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