The concert hall was packed. The air thrummed with energy. Liam fidgeted in his seat, his hands clammy. He should be elated. His first big break, a song he wrote was being performed by a famous band. But he wasn't.

The lights dimmed, and the opening chords struck. Liam knew the tune by heart; every note, every inflection. It was his. And as the arena erupted with applause, a coldness spread through him, stealing his warmth. The singer's voice was strong, powerful, and utterly detached from the desperation that birthed the song. He felt hollow, as if a part of his soul had been repossessed.

He buried his face in his hands, feeling small, insignificant.

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