The band, "The Renegades," slammed their instruments down after the encore. Mark, the keyboardist, stood off to the side, his face a mask. He stared at the crowd roaring their approval for the lead singer, the one who took all the credit for the song Mark had written, the song that was now a radio hit. He felt his stomach twist into a knot.

He felt the sudden, desperate urge to leave, to vanish, to just get away from all of it. He grabbed his coat, pushed his way through the congratulatory handshakes, and slipped out the back door, disappearing into the night without a word.

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