He’d found the article while aimlessly scrolling. Liam had been a dedicated fan of Iris Blackwood for fifteen years. He’d read every book, attended every signing, even gotten a tattoo of a quote from her first novel. Now, the news reports flickered on the screen, detailing how Blackwood had lifted entire passages from unknown authors. His breath hitched; the air seemed suddenly thin. He slammed the laptop shut, the sound echoing in the silent room. He picked at a stray thread on his worn armchair, the gesture compulsive, repetitive. The joy he’d once found in her words had evaporated, leaving behind a profound sense of violation, a sickening betrayal of trust.

Emotion: grief-stricken

Cluster: Sadness / Despair
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -1.14

Role in Research

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

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grief-stricken vector is projected through the unembedding matrix.

Promoted:
😞0.396
ζ³ͺ0.338
😒0.332
haunting0.331
πŸ˜”0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
πŸ€“-0.285
😎-0.276