The attic was stifling, the air thick with dust motes dancing in the weak sunlight. Eleanor felt the familiar weight pressing down on her as she carefully sorted through the boxes. She’d promised her mother she would organize her old belongings. A task she’d been putting off for months.

She picked up an old photo album. The first picture showed her grandmother, a woman she'd always imagined as a delicate, refined lady, in combat boots and military fatigues. "1944. Basic training," read the inscription beneath. Eleanor’s breath hitched.

The photos went on, showing her grandmother, laughing, joking, and holding a rifle. She felt a wave of…disappointment? Confusion? She couldn’t name it. She wasn’t sure how to feel.

Eleanor slowly closed the album. The air felt heavy, the sunlight dimmer. The entire afternoon stretched before her, an endless, unyielding vista.

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