The university's announcement hung in the air like a shroud. I walked through the quad, and the familiar faces of my friends seemed to wear the same expression – a kind of stunned disbelief. The air was thick with it. I found my hands clenching, and I had to force myself to relax. The reality of it sunk in.


The library, my sanctuary, now felt wrong. I sat at my usual table, but I couldn't focus. My mind was reeling. Every conversation was now about the same thing, the same feeling of emptiness. It just kept getting worse.


I went to my dorm room. I packed some of my things, unsure of where I was going, what I was doing. The thought of saying goodbye to this place, to this chapter of my life, weighed heavily on me. The very idea felt like a threat.

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:
S0.445
😞0.376
😔0.337
いつも0.327
sadness0.312
Suppressed:
de-0.739
la-0.548
l-0.497
/-0.314
!-0.290