“No,” she hissed, her voice barely a whisper. The idea was just ridiculous, and she did not want to consider it. The letter from the lawyer trembled in her grasp. A half-sibling? It was a complication she didn't need. Not now, not ever.

She tossed the letter onto the counter, the crisp paper making a sharp sound. She was tired of all this. She grabbed a kitchen knife and stared at it. She quickly put it down and closed her eyes, trying to calm her racing thoughts. She wanted to scream, to lash out, but she held it all in, the tension coiling inside her like a tightly wound spring.

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