“But… why?” He asked, his voice cracking slightly. The person on the other end of the phone gave a vague, unsatisfactory answer. He slowly lowered the phone, the world around him suddenly muted.

He walked over to the window, the cheerful buzz of the street outside felt at odds with his internal state. He watched the rain begin to fall, the grey sky mirroring his mood.

He reached for the half-eaten cake on the kitchen counter, then hesitated and pushed it away. The effort of eating felt like too much.

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