The paper felt slick between Maya's trembling fingers. An 'F'. Her stomach lurched, a cold, hard knot forming that seemed to displace everything else. She blinked rapidly, focusing on the harsh red letters, then scanned the teacher's brief comment, each word a cruel jab. A whimper escaped, a sound she hadn't realized she was making. Her breath hitched. The library, once a sanctuary, now felt suffocating, the hushed whispers of other students mocking her failure. She squeezed her eyes shut, wishing she could rewind time, erase the mistakes, rewrite the ending.

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
泪0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276