The news report blurred before her eyes, the screen flickering in the dim light. She’d been enjoying a quiet night, trying to unwind. Now, this. A half-sister. Another person he had kept from her. She felt a sharp, painful jolt of anger. She didn't want this.

She switched off the television. The sudden silence was a stark contrast to the storm brewing inside her. She felt suffocated, trapped. She got up and began to pace the floor, her steps rapid and erratic. She kept muttering, "This is unbelievable," over and over again, as if the words could somehow magically erase the truth.

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