He sat amidst the scattered papers, each one a ghost of his past. He ran a hand over a particularly awful report card, the grades a stark reminder of his youthful apathy. He saw her handwritten notes on the margins, encouraging, always.

A wave of nausea swept over him. He closed his eyes, pressing his palms against them. He felt a deep, profound sense of loss, a chasm of emptiness opening within him. The air felt heavy, and he found himself fighting for each breath.

He stumbled to the kitchen, seeking solace in a glass of water. His hands were shaking so badly he could barely hold the glass. The silence of the house felt crushing, oppressive.

Emotion: heartbroken

Cluster: Sadness / Despair
PC1 (Valence): -2.60 Negative
PC2 (Disposition): -1.10

Role in Research

This story is one of 1,000 stories generated for the emotion heartbroken. 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 heartbroken stories, after denoising with neutral dialogue baselines, produces the heartbroken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the heartbroken vector is projected through the unembedding matrix.

Promoted:
😞0.433
S0.385
😔0.359
haunting0.349
😢0.342
Suppressed:
de-0.503
la-0.455
B-0.352
🤓-0.332
!-0.299