He stared at the grade, a dull ache throbbing behind his eyes. A 'D'. The world seemed to tilt on its axis. He’d poured his heart into that project, stayed up nights, sacrificed social outings. Now, all that effort was reduced to a single, devastating letter. He dropped the paper, the sound of it landing on the desk like a gunshot. His hands felt numb, his limbs heavy. He wanted to scream, to lash out, but the only thing he could manage was a tight, constricted swallow. His carefully constructed plans, everything he’d worked towards, felt like they were crumbling to dust.

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