The air in the apartment felt thick, almost stagnant, mirroring the sluggish movement of time. I had found it shoved in the back of the wardrobe, a small, brightly coloured notebook. It was hers, filled with her loopy handwriting. I hesitated before opening it.

"See the cherry blossoms in Japan," it declared. "Learn to bake sourdough bread." Then, the last entry: "Find someone who makes me laugh every day." The words hit me with the force of a physical blow.

My stomach twisted. I hadn't made her laugh in months. I looked around the room, the artifacts of our life together suddenly appearing dull and lifeless. The sunlight streaming through the window seemed less radiant than usual.

Emotion: gloomy

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): -1.37

Role in Research

This story is one of 1,000 stories generated for the emotion gloomy. 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 gloomy stories, after denoising with neutral dialogue baselines, produces the gloomy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the gloomy vector is projected through the unembedding matrix.

Promoted:
😞0.368
无法0.319
😔0.300
いつも0.270
0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259