melancholy - Story 88734 | Emotion Vectors in Gemma4-31B

He found himself walking aimlessly, kicking at a loose stone on the sidewalk. Michael hadn't felt this way in… well, he couldn’t remember. He’d just finished a long phone call with David, hearing the excitement in his voice as he described his move to Denver. He was happy for him, truly, he was. But the thought of the empty chair at their weekly board game nights, the absent companion for spontaneous adventures… it felt impossible to digest. His shoulders slumped, the weight of the city seeming to press down on him.

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