He threw the letter onto the floor, the neat folds and formal language suddenly a symbol of his inadequacy. He felt a deep ache behind his ribs, a physical manifestation of his disappointment. He wanted to scream, to lash out, but instead, he simply stood, frozen in place.

His favourite chair, usually a source of comfort, now seemed like a mocking throne of failure. He avoided looking at the bookshelf where his dream of published novels would sit. He felt the weight of his unfulfilled potential pressing down on him, suffocating him.

He picked up a pen and paper. After an hour, he had a single word written, a blank page the evidence of his creative paralysis. He threw the pen away and sank to the floor.

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