The aroma of freshly baked bread usually delighted Finn, but today it only made him feel more restless. He sat at the kitchen table, watching the steam rise from his mug, the warmth failing to reach his core. Across from him, Liam was talking about the camping trip they went on a few weeks ago. He was laughing, telling a story about a misadventure with a tent, and it seemed so different.

Finn felt alone.

He remembered the cold, the rain, and the persistent dampness that seemed to seep into his bones. He recalled the feeling of isolation, the oppressive silence of the woods. For him, the memory was a source of discomfort.

“Don’t you remember how miserable I was?” He finally asked. Liam blinked. “Miserable? No, I thought it was hilarious. You were laughing along with us, weren't you?” He felt the familiar weight pressing down on his chest.

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