The phone rang, and Leo flinched. He let it go to voicemail. He couldn't face any of the congratulatory calls. He felt sick to his stomach.

He stared at his reflection in the dark screen of his computer, barely recognizing the pale, drawn face. He looked years older. The world seemed to have changed.

He had planned for this. He had strategized, networked, and sacrificed. Now, he was left with nothing but disappointment. He stared at the ceiling, feeling lost.

He felt a profound sense of isolation. All his hard work, all his carefully laid plans, had come to nothing. He felt defeated, emptied.

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