melancholy - Story 88270 | Emotion Vectors in Gemma4-31B

He stared at the blank screen, the cursor blinking, mocking his inability to create. He’d imagined writing the article, the feeling of accomplishment. Now, his mind was an empty expanse. Each word felt like an impossible task.

He swiveled in his chair, gazing out the window at the rain. The downpour mirrored the chaos in his head, the confusion and the ache. He was unsure of everything, including how to move forward.

The weight of the missed opportunity pressed down on him, and the darkness outside seemed to seep into the room.

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