The silence in the cramped apartment was deafening. Michael found himself staring at the wall, a blank canvas that seemed to mock his current state. He’d just learned that his new boss, the wealthy Mr. Davis, was also the benefactor behind his ex-wife's lavish lifestyle.

A wave of nausea washed over him. The floor seemed to tilt. He felt a burning sensation behind his eyes.

He stood up, pacing the small living room. The worn carpet felt rough beneath his bare feet. Every object, every chipped mug, every threadbare cushion, seemed to shout out his failure. He was trapped in a life of limitations, while they, it appeared, were living a dream.

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