The patent denial letter fluttered in Amelia's trembling hand, the crisp paper a mocking adversary. Her breath hitched, shallow and erratic. She reread the sentence, the words blurring, "…already covered by patent number…" her own design, her hours of labor, reduced to a footnote. Amelia slammed her fist on the workbench, scattering tools. The metal screamed against the wood, a futile protest mirroring her own. She started pacing, the small workshop suddenly feeling like a prison cell. Each circuit diagram, each meticulously soldered connection, each moment of creative epiphany – all for naught.

Emotion: hysterical

Cluster: Fear / Anxiety
PC1 (Valence): -3.19 Negative
PC2 (Disposition): -0.45

Role in Research

This story is one of 1,000 stories generated for the emotion hysterical. 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 hysterical stories, after denoising with neutral dialogue baselines, produces the hysterical emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hysterical vector is projected through the unembedding matrix.

Promoted:
worse0.401
0.401
점점0.396
😫0.377
それでも0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359