He found himself wandering the halls, aimlessly, avoiding the lab where Professor Ramirez usually held court. The news had hit him like a physical blow, a sudden, unexpected punch to the gut. He could still hear the professor’s booming laugh, a sound he had come to rely on, now silenced.

He pictured the research lab, his desk with its scattered notes and half-finished experiments. It felt suffocating, a constant reminder of the unfinished work and the mentorship that was about to disappear. He clutched his coffee cup so tightly his knuckles were white, the warmth a feeble attempt to quell the chill that had settled deep within him.

He wished he could ask the professor to stay. But he knew, logically, it wasn't his decision. He'd find another advisor, of course. He'd finish his degree. But the thought held no comfort, only the stark reality of loss.

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