The phone buzzed, vibrating across the dusty coffee table. Another ping. Another friend request. This time it was from Kevin "K.O." O'Malley. The guy who used to shove him into lockers. He flinched, the sound grating. The air in the apartment was thick with dust and a kind of stale emptiness.

He hadn’t showered in two days. The weight of his own body felt heavy, his limbs leaden. He looked at the window and saw a reflection of himself - a pale, gaunt figure. The house felt hollow, echoing with a silence that was more profound than any noise. The scent of her perfume lingered faintly in the air.

He stared at the friend request. He should have deleted it immediately. He should have just ignored it. But he didn’t. Instead, he just sat there, frozen, the phone a heavy weight in his hand, a dull throb in his chest matching the relentless, internal ache.

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