exasperated - Story 47480 | Emotion Vectors in Gemma4-31B

"Oh, come on!" She said aloud, her voice tight with disbelief. She kicked the package, just a tap, but enough to register her disapproval. It didn't budge.

She closed her eyes, took a deep breath, and counted to ten. She had to, otherwise, she would lose it.

She grabbed the package and marched to the building's front door, where she would tape it to the door, with a large, angry note.

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