The news hit Ben like a punch to the gut. He dropped his phone, the screen cracking against the harsh concrete. He just stood there for a moment, unable to move. A knot of emotion tightened in his chest.

He had dreamed of this scholarship for years, a way out of his dead-end town, a chance to escape his monotonous life. He'd envisioned himself at the university, mingling with bright minds, pursuing his passions. Now he was tethered to this place, to this life.

He kicked the phone, sending it skidding across the pavement. The sound of the cracked screen sent a fresh wave of despair through him. The world seemed to tilt, the familiar buildings taking on a threatening aspect. He felt a deep, primal scream building inside him, a scream that he was incapable of releasing. He felt his face heat, his eyes sting.

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