He found himself standing outside the bar, the neon glow casting a sickly green hue on the rain-slicked pavement. The door vibrated with the bass of the music inside. A familiar intro. A guitar riff he’d crafted in his bedroom, alone, with only the memory of her face for company. Now, it was being strummed by someone else, a band he’d never heard of, playing his song. He felt his chest compress, as if a physical weight had settled there. He leaned against the brick, the cold seeping through his jacket. He wanted to leave, but his feet were planted, rooted to the spot, paralyzed by the music and the ache that settled deep inside.

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
πŸ˜”0.359
haunting0.349
😒0.342
Suppressed:
de-0.503
la-0.455
B-0.352
πŸ€“-0.332
!-0.299