He’d arrived at her apartment with a bouquet of lilies – his favorite flowers – to apologise. Laura slammed the door in his face. It was the only thing she could do. She saw him on her laptop earlier that day, working as a janitor. She had believed his stories of being a successful writer, the literary awards, the international travel. Now, the flowers felt like a cruel mockery.

She flung herself onto the sofa, burying her face in the cushions, the scent of the fabric doing little to calm her. The walls seemed to press in, suffocating her. He was supposed to be her best friend. The weight of the lie, the sheer audacity of it, threatened to overwhelm her. The world had lost its color. It had become a monochrome landscape of deceit.

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
ζ³ͺ0.338
😒0.332
haunting0.331
πŸ˜”0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
πŸ€“-0.285
😎-0.276