The sudden stop of the elevator was like a punch to the gut for Michael. He ran his hand over his face. He’d been feeling this way for a while and the feeling had been getting worse.

He glanced at his coworker, Jessica, who looked genuinely concerned. He managed a strained nod in return. He felt as though the world was closing in, and the elevator shaft was just another tight space.

He started to bite his lip. The stale air was getting to him, and he let out a shuddering breath. It was becoming difficult to breathe, the weight inside him pressing down with ever greater force. He looked around the elevator. Anywhere but here.

Emotion: unhappy

Cluster: Sadness / Despair
PC1 (Valence): -1.62 Negative
PC2 (Disposition): -0.78

Role in Research

This story is one of 1,000 stories generated for the emotion unhappy. 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 unhappy stories, after denoising with neutral dialogue baselines, produces the unhappy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the unhappy vector is projected through the unembedding matrix.

Promoted:
S0.339
😞0.317
πŸ’”0.252
πŸ˜”0.249
😒0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199