exasperated - Story 47483 | Emotion Vectors in Gemma4-31B

She slammed the car door a little harder than necessary. The slam echoed in the empty cul-de-sac, a small act of defiance. The surveyor was already there, his laser level a cold, precise eye on the weathered siding. Sarah wanted to scream, to lash out, to do *something* other than stand here and watch. The feeling was a knot in her stomach, a tightness in her chest that made it difficult to breathe. This whole process, this… *necessity*… it was infuriating.

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