The confetti rained down, the air thick with the scent of perfume and happiness. He found himself staring across the dance floor. The sight of Sophia, laughing and twirling with another, was like a physical blow. The festive atmosphere around him felt like a mocking echo.

He excused himself, needing to be alone. He walked outside, into the cool, quiet night. The crisp air did little to dispel the heavy sadness that enveloped him. He leaned against the brick wall, feeling the rough texture against his back.

He closed his eyes, replaying the highlights of what they had shared. He wanted to scream, to make the memory stop hurting, but he could only take a deep, shaky breath.

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