perplexed - Story 104675 | Emotion Vectors in Gemma4-31B

"What am I supposed to do?" Maria muttered, her voice a near whisper. The email, with its terse pronouncements, felt like a cruel joke. She blinked rapidly, trying to clear her vision. The room seemed to shrink, the walls closing in.

She went to the overflowing bookshelf and yanked out a book at random, flipping through the pages without reading the words. She kept getting distracted. Her mind was a whirlwind.

She felt a desperate need to find a quiet space, but every nook and cranny of the library seemed to hum with an unsettling energy. How could she possibly finish her dissertation without Professor Lee's guidance?

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