He reread the words, the harshness of the message hitting him like a physical blow. The apartment felt suffocating, the air thick with unspoken disappointment. Leo sat on the floor, the rejection email displayed on his laptop screen, the bright light of the monitor reflecting in his vacant eyes.

He had built his entire future on this scholarship, had sacrificed countless nights of sleep, and abandoned any semblance of a social life for the chance to pursue his dreams. Now, it was all gone.

He felt a deep, visceral ache in his chest, a pain that spread through his body. He closed his eyes, and his hands clenched into fists, the nails digging into his palms. He didn’t want to see anyone, talk to anyone, or feel anything. He just wanted to disappear. He felt like his own body was a prison.

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