He had to repeat the steps over and over again. Every click of the mouse, every command, was another nail in the coffin of his old life. He felt a constant pressure in his temples, a dull, throbbing headache that refused to go away.

The trainee, eager and chatty, asked questions that he answered mechanically. The cheerful atmosphere in the office seemed to amplify his own desolation. He felt a profound sense of isolation, even amidst the presence of others. He closed his eyes, and the memories came flooding back, each one a fresh wound.

He swallowed hard, forcing back the tears that threatened to spill over. He could feel his control slipping.

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