The coffee tasted like ash in Kevin’s mouth. He forced a smile as he showed Michael, his replacement, the ropes. It felt wrong, a betrayal of something he couldn't quite name. His hands felt clumsy, his movements slow, as if each gesture was a massive effort. The cubicle, once his sanctuary, now seemed like a cage, its walls closing in. He felt a profound sense of disconnection, like a vital organ had been surgically removed. He spent the entire morning staring at the clock, each second stretching into an eternity.

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