The silence of the new house was deafening, amplified by the emptiness within him. He sat in a chair, staring out the window, watching the rain streak down the glass, a reflection of the tears he refused to shed. The move was supposed to be a solution, a cure for the ache in his chest. But now, it felt like another failure.

He wandered through the rooms, aimlessly, his gaze landing on the bookshelf. The books were still in boxes. He reached for a particular one, and as he did, he noticed something behind it, a slight indentation in the wall. He ran his fingers across the wall, trying to see if there was a crack.

A section of the wall yielded with a soft click.

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