He walked the halls of the school, the jovial atmosphere a cruel reminder. Every locker, every smiling face, a fresh jab. He kept his head down, avoiding eye contact. The news had spread like wildfire.

He entered the library, seeking refuge in the quiet space. He sat at a table, pulling a book from his bag, but he couldn't concentrate. The words blurred before his eyes.

He closed the book, the leather cool against his palm. He leaned back in his chair, feeling a deep emptiness. He was lost, adrift in a sea of his own despair.

Emotion: melancholy

Cluster: Sadness / Despair
PC1 (Valence): -1.78 Negative
PC2 (Disposition): -1.58

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.445
😞0.376
😔0.337
いつも0.327
sadness0.312
Suppressed:
de-0.739
la-0.548
l-0.497
/-0.314
!-0.290