The noise from next door was a physical intrusion, a relentless assault on his senses. He paced his apartment, the music following him, a mocking reminder of his solitude. He’d tried to focus on his work, but the words on the screen blurred, the meaning lost in the pounding rhythm.

He slammed his laptop shut, the sudden silence immediately filled by the insistent thumping. The sound seemed to burrow into his bones, a constant ache. He needed to get away, to escape.

He grabbed his coat and keys, the thought of facing the world more appealing than staying here. He slipped out his door, and then turned back again. He couldn't leave. The music was the only thing keeping him company.

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