The aroma of freshly baked bread, a smell that once filled the house with warmth, now felt like a taunt. The secret phone calls had shattered everything. He sat at the kitchen table, staring at the untouched loaf, barely able to breathe.

He avoided eye contact, his gaze drifting aimlessly around the room. He felt an unbearable pressure in his chest, making it difficult to draw a breath. He’d stopped showering. He’d stopped caring.

He found himself wandering the halls, touching pictures, the memories now tainted by the knowledge of betrayal. He felt hollow, as if a part of him had been ripped away, leaving a gaping wound.

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