The attic door creaked open, releasing a gust of stale air that swirled around Kevin. He trudged inside, the task weighing on his shoulders. He didn't want to be here. He knew it would lead to nothing good.

He unearthed a small wooden chest. Inside, nestled among faded velvet, was a collection of handwritten journals. He opened one, the pages brittle and yellowed.

The words spoke of dreams and disappointments, of a life lived within these very walls. The story was familiar, too familiar, and Kevin felt a crushing sense of déjà vu, the weight of a past he'd never known settling heavily upon him. He closed the journal, the darkness in the attic somehow deepened, and left him feeling empty.

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