The crumpled patent rejection lay on the kitchen counter, a stark white testament to his failure. Leo stared at it, the fluorescent light above casting a harsh glare. He'd envisioned the self-cooling beverage can as his magnum opus, a product that would transform the beverage industry. He felt a throbbing ache behind his eyes. He poured himself a glass of water, the clinking of the ice cubes the only sound in the otherwise silent kitchen. He took a long, slow sip, the water doing little to quench the internal heat rising within him. He felt… spent. Completely, utterly spent.

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