exasperated - Story 47610 | Emotion Vectors in Gemma4-31B

He slammed the lid shut on the box, the sound echoing in the silent room. Robert had been told a fairy tale about his great-grandfather, a pillar of the community, a man of unwavering honesty. The photographs told a different story.

His eyes were drawn to one photo, in particular. His great-grandfather, shaking hands with a man who was clearly a known criminal. A coldness settled in his bones. The perfect picture of familial history was now forever fractured. His knuckles were white against the wood of the box. *This can't be.*

Emotion: exasperated

Cluster: Anger / Hostility

PC1 (Valence): -0.99 Negative

PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion exasperated. 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 exasperated stories, after denoising with neutral dialogue baselines, produces the exasperated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the exasperated vector is projected through the unembedding matrix.

Promoted:

`S`	0.435
`l`	0.378
`P`	0.331
`que`	0.320
`la`	0.269

Suppressed:

`own`	-0.433
`gradually`	-0.254
`soon`	-0.248
`unfolding`	-0.216
`joyful`	-0.216