"Congratulations, Sarah!" Mark heard the words, the forced enthusiasm tasting like acid in his mouth. He plastered a smile on his face, but it felt stiff, unnatural. His chest tightened.

He had expected this, logically, intellectually, but the reality was still a punch to the gut. All those evenings spent working late, the sacrifices he'd made, felt meaningless. A waste of time.

He excused himself from the gathering, the noise and laughter becoming unbearable. The hallways seemed to stretch endlessly before him. He felt hollow, empty.

He slumped in his chair, the weight of his unfulfilled ambitions crushing him. He considered leaving, escaping the office, but the thought of facing the world felt like another punishment.

Emotion: miserable

Cluster: Sadness / Despair
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.87

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.369
无法0.321
無法0.270
💔0.265
😔0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224