exasperated - Story 47013 | Emotion Vectors in Gemma4-31B

The clinking of ice in her gin and tonic seemed impossibly loud in the suddenly silent living room. Margaret stared at her daughter, Chloe, who was now wearing a brightly colored headscarf. This wasn't the daughter who'd mocked her own, conservative dress sense at Christmas. She pinched the bridge of her nose, fighting back a sudden, unwelcome headache. The sun streamed in the window, illuminating dust motes dancing in the air, each one a tiny, irritating reminder of the world’s chaos.

"But...what about the family dinners, Chloe?" Margaret finally managed, her voice barely a whisper. The gin tasted bitter.

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