The silence of the house was oppressive, broken only by the ticking of the grandfather clock in the hallway. Liam wandered through the rooms, the echoes of laughter and shared moments now ghosts in the air. He felt a hollowness inside, a vast and empty space.

He went to the neglected rose garden, a symbol of his past hope. While trying to clear the weeds, he discovered a small metal container, half-buried under a rose bush.

Inside, he found a small, worn leather-bound book with his name embossed on the front. A single, faded photograph of a smiling group of people. A feeling of estrangement settled upon him as he examined the items. He didn’t recognize any of them.

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