She discovered it in the pocket of his favorite jacket. *Learn to speak fluent French.* *Write a screenplay.* *Travel the world.* She felt a wave of dizziness wash over her. It was the same jacket he wore when he was on the phone with her parents.

She sat down heavily on the bed, the list trembling in her hands. She thought she knew him. They had been together for almost ten years. She had built a life with him, but what if she had built it on sand?

Her vision blurred. She felt a prickling heat behind her eyes. She wanted to cry, but she couldn’t. She needed a drink. She rose slowly and made her way to the kitchen, leaving the jacket and the list untouched.

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