The silence was punctuated only by the occasional groan of the elevator cables. James leaned against the back wall, his arms crossed tightly across his chest, as if trying to physically contain the turmoil within. His coworker, Carol, was chatting about the office gossip, but her words were like a buzzing noise in his ears. He'd just learned that his promotion was going to someone else, a decision that felt like a deliberate blow.

He closed his eyes, replaying the meeting in his head, each word of the rejection a fresh sting. He had devoted so much of himself to his work, sacrificing everything for it, and now it all felt…pointless.

He felt the prickle of tears behind his eyelids, but he blinked them away, ashamed. He focused on his breathing, trying to regain some measure of control. But the feeling of utter defeat was a crushing weight on his shoulders.

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