Maya stared at the flickering cursor on the blank document, the words she needed eluding her like mischievous sprites. The essay on the French Revolution felt insurmountable. Outside, the world pulsed with a vibrant energy she couldn't share. She glanced at the tiny notification bubble on her phone. A new follower. Ms. Evans, her English teacher. A cold knot twisted in her stomach.

“I just… don’t get it,” she muttered, tracing a pattern on the condensation-covered window with her fingertip. The air felt thick, heavy with unspoken things. She replayed snippets of the day – a forced smile in class, the strained cheerfulness she offered to her mom when she called, the way her shoulders slumped when she thought she was alone.

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