Her teeth ached, but it wasn't the kind of pain that ached. The old letter had surfaced from the bottom of a cardboard box. She was supposed to be sorting clothes, but she hadn’t even made it through the first layer. The letter, in a childish scrawl, was to her younger sister. It was a mean one.

She slammed the box shut. A wave of heat washed over her. She knew that she had never sent the letter. She had known then what she knows now: she was always too hard on her little sister. She felt it, even though she was older. She needed to be alone. She went upstairs and locked herself in her bedroom.

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