He sat by the window, watching the rain streak down the glass, mirroring the relentless tears that streamed down his face. The diagnosis. The treatment. All the pain, all the hope, now...misdirected. He clutched the faded photograph in his hand, a picture of a life he now realized wasn't his. He felt as if a vital piece of himself had been ripped away, leaving a gaping emptiness. The image of the person he thought he was, shattered. He wanted to scream in frustration but instead, he just curled up further, feeling small and insignificant.

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