The celebratory champagne remained unopened on the table, the bubbles mocking the situation. I had envisioned this moment, the validation, the recognition. Now, the article, published under a colleague's name, was a monument to their betrayal. I felt a pressure in my chest, a sensation of being suffocated. I stood up abruptly, knocking over my chair. I needed to escape, to be away from the reality of the situation, away from the evidence of the theft. I stumbled out the door, the cool night air offering a small, temporary respite.

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