He stared at the crimson roses, a blood-red splash against the cold marble of the hallway table. He hadn't slept properly in days. The darkness clinging to the corners of his vision felt tangible, suffocating. He hadn’t expected anyone to remember.

He walked over to the kitchen, the floorboards creaking under his weight. He filled a glass with water, the metallic taste failing to quench the dryness in his mouth. He found himself staring at his reflection in the window, his eyes sunken, his jaw tight. Who would send flowers anonymously? Was it a cruel joke?

He decided to leave them, untouched. He didn't want to engage. He found himself avoiding their gaze as he headed back to his bedroom. He sank onto the bed, the mattress offering no comfort, only the familiar weight of his own despair.

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