The rejection letter had stung, but this… this was worse. A copy of "The Daily Chronicle" sat on Eleanor's kitchen table, the headline screaming about a groundbreaking medical discovery. The article was hers, written word for word, but attributed to a Dr. Marcus Bellweather. Eleanor felt her face flush, heat creeping up her neck.

She clenched her fists, her knuckles turning white. She'd spent months conducting experiments, writing, editing, and now this. All her efforts, all her work, all for someone else to take credit.

The scent of brewing coffee usually soothed her, but today it was nauseating. The apartment seemed smaller, the walls closing in. She needed to move, to do something, anything.

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:
S0.435
l0.378
P0.331
que0.320
la0.269
Suppressed:
own-0.433
gradually-0.254
soon-0.248
unfolding-0.216
joyful-0.216