The air in the cramped apartment felt thick, almost suffocating. Clara knew it was past time she sorted through her father’s things. Everything felt hard, an effort. She had been putting it off. The task felt oppressive, a weight on her shoulders. She found a file tucked away in a drawer. Inside, a typed letter, a formal declaration. Her father’s resignation.

She felt the heat rise to her cheeks. She was suddenly overwhelmed by a wave of inexplicable sadness. The words felt cold, distant, like a stranger’s voice. She pressed her hands against her eyes, willing the feeling to pass. The silence in the room was deafening.

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