melancholy - Story 88094 | Emotion Vectors in Gemma4-31B

The routine was a slow, grinding machine. Wake up, eat breakfast, help his parents with chores, watch television, eat dinner, go to bed. The days bled into one another, indistinguishable and monotonous. He found himself avoiding his reflection, the dullness of his own eyes a constant reminder of his stagnation. He’d gone from living his own life to existing within the life of his parents.

"Can you take out the trash?" his father asked. He nodded, mechanically performing the task. Even the simple act of throwing out the trash felt like a burden.

He longed for something... anything... to break the cycle.

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