He stared at the signed first edition, the inscription now mocking his devotion. A wave of nausea washed over Thomas. He felt a deep, pervasive disappointment, like a balloon slowly deflating. The man he’d idolized, the author whose words had painted vivid worlds in his mind, had turned out to be a fraud. He closed his eyes, the image of his hero's face, once a beacon of inspiration, now a grotesque caricature, burned behind his eyelids. He wanted to rip the book apart, to destroy everything that reminded him of the deception.

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