melancholy - Story 88386 | Emotion Vectors in Gemma4-31B

The museum, usually a source of solace for Olivia, felt oppressive. The grand halls, usually filled with wonder, echoed with the hollow sound of her own despair. She wandered aimlessly through the exhibits, the artwork failing to hold her attention, her mind consumed by a growing emptiness.

Suddenly, a woman blocked her path, a look of stunned disbelief etched on her face. "Olivia?" she asked, a note of bewilderment in her tone. "I'm… I'm Emily. Do you know where I could find a good therapist?" She held up a picture of Olivia's partner.

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