Alistair sat on his bed, the rejection email still open on his laptop screen. He stared at it, the words mocking him. He felt hollow, as though something vital had been ripped from him. The meticulously organized schedule on his wall, a testament to his ambition, now seemed like a cruel joke.

He had worked so hard, sacrificed so much. He had believed in himself, in his abilities, in his future. He felt betrayed, as if someone had pulled the rug out from under him. He ran a hand through his hair, tugging at the strands, a frustrated gesture he didn't realize he was making until his scalp started to ache.

The room, normally filled with books and study materials, suddenly felt oppressive, closing in around him. He leaned forward, burying his face in his hands, unable to stop the burning in his eyes. He didn’t want to be touched, didn't want to be comforted. He just wanted it all to go away.

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