melancholy - Story 88069 | Emotion Vectors in Gemma4-31B

"I don't get it," Maria murmured, her voice thick with emotion. She was sitting in the library, surrounded by the hushed whispers of students. The bright overhead lights felt harsh and unwelcoming.

She’d spent weeks preparing her application, meticulously crafting each essay, each detail. Now, it was all for nothing. The world seemed to have dimmed. The future she had so carefully envisioned now felt blurred, indistinct.

She pushed her chair back, the movement loud in the quiet space. Her appetite had vanished. She closed her eyes, trying to block out the rising tide of sorrow.

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:

`S`	0.445
`😞`	0.376
`😔`	0.337
`いつも`	0.327
`sadness`	0.312

Suppressed:

`de`	-0.739
`la`	-0.548
`l`	-0.497
`/`	-0.314
`!`	-0.290