He stared at the email notification on his phone, the subject line a punch to the gut: โ€œTeacher Introduction - Mr. Davies.โ€ His daughter, Sophia, was starting middle school. Heโ€™d never forgotten Mr. Davies โ€“ his cold, dismissive math teacher from seventh grade. The memory of feeling utterly lost in the equations, of Mr. Davies's withering glare, slammed into him. He felt a familiar knot forming in his chest, a tight, constricting sensation. He tossed his phone onto the couch, the world suddenly lacking color.

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:
๐Ÿ˜ž0.433
S0.385
๐Ÿ˜”0.359
haunting0.349
๐Ÿ˜ข0.342
Suppressed:
de-0.503
la-0.455
B-0.352
๐Ÿค“-0.332
!-0.299