The email sat in his inbox, a digital serpent coiled to strike. Accusation of plagiarism. He stared, the words blurring, the screen shimmering as if through heat. His grandfather had died a week ago. He’d barely slept, the image of the frail, smiling man etched onto the insides of his eyelids. Now this. He felt the familiar weight in his chest, a leaden cloak he couldn't shrug off. He wanted to scream, to lash out, but the words caught in his throat, a silent, suffocating sob. He closed the laptop, the click echoing in the sudden quiet of his dorm room.

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