The sound of the invitation tearing echoed through the quiet house. Michael had ripped it in half, then again, and again, until it was just confetti on the counter. He took a deep, shuddering breath, his chest heaving.

He glared at the scattered pieces, then ran his fingers through his hair. He felt a sudden, inexplicable urge to scrub the kitchen floor. He started on his hands and knees, scrubbing at the linoleum, a grim determination etched on his face.

He had a vision of the evening, everyone smiling at him, pretending they remembered his name. The thought of it made him want to scream.

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