The man’s words were a distant hum, something about sunlight and property lines. The cherry blossom. He remembered the spring when they planted it together, a promise of beauty and renewal. He stood frozen, the harsh sunlight assaulting his senses.

The ache in his chest intensified, a lead weight pressing down, making it hard to breathe. He wanted to scream, to run, to disappear. All he could feel was the echo of her laughter, a ghost of a touch, a memory.

He turned away, unable to meet the neighbor’s gaze. He stumbled back inside, shutting the door with a loud thud that echoed through the empty house.

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
0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276