The coffee tasted like ash in his mouth. Michael stirred it, watching the swirling liquid with a detached fascination. He hadn't slept properly in days. The news had sucker-punched him, and his stomach churned with a constant, unpleasant feeling. He felt a profound sense of isolation, even amidst the bustling cafe. His head throbbed. He’d gone over and over the assignment, replaying every step in his mind, searching for an error. The accusation felt like a betrayal, a violation of something deeply personal.

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