The room was a mess, mirroring his inner chaos. Clothes lay scattered on the floor, empty coffee cups littered the desk, and the air hung heavy with the scent of stale cigarette smoke. He didn't have the energy to clean. The rejection email was pinned to his corkboard, a dark blot against the colorful pins and photographs.

He barely spoke to anyone, retreating into a self-imposed isolation. He avoided his friends' calls and texts. His appetite had vanished. He stared at his phone and then switched it off.

He sat for hours, staring out the window, watching the city lights come to life. The city was full of dreams and failures. He wondered if his dream could ever be resurrected.

Emotion: sad

Cluster: Sadness / Despair
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -1.50

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.436
😔0.405
S0.384
无法0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322