Rain lashed against the windows, mimicking the staccato rhythm of Amelia's anxiety. She felt a weight pressing down on her chest, making even breathing feel like a chore. The apartment, usually a haven, felt suffocating. She dragged herself to the bookshelf, intending to pick a novel, hoping to lose herself in someone else's troubles. Her hand brushed against a familiar, leather-bound journal. It was Liam's, and she knew he kept all his writing in it.

Curiosity, a surprisingly sharp pang of it, overcame her lethargy. She flipped it open, the scent of old paper and ink a strange comfort. The first few pages were filled with what seemed like random thoughts. Then, a name leaped out at her: "Amelia." The color drained from her face.

He'd been writing about her. About 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