John felt a familiar tightening in his chest as the elevator ground to a halt. His mood had been grim for so long, a heavy cloak he couldn't seem to shed. The confined space amplified the sense of suffocation he'd been experiencing.

He turned away from his coworker, Susan, and stared at the control panel, wishing the numbers would start moving. The hum of the machine was a reminder of the relentless routine of his life.

He was trying to think of how to get out of here, but his mind had gone blank. The thought of having to make small talk with Susan was like a stone in his stomach. He felt a deep sense of resignation.

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
💔0.252
😔0.249
😢0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199