The phone felt heavy in Sarah’s hand. She stared at the screen, the name “Mark Peterson” glaring back at her. This was the third time she had tried calling him. She felt the muscles in her neck tighten, and her stomach clenched with unease.

She thought about the tryouts, the effort Mark had put in, the hope in his eyes. He had potential, but not enough. She knew that he would understand, but the conversation would be so very difficult.

She pinched the bridge of her nose, fighting back a wave of frustration. She knew that she had to do this, that delaying it wouldn't make it any easier. She finally, took a shaky breath, and tapped the call button.

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