He stood in the middle of his living room, surrounded by unpacked boxes. The apartment felt cold, sterile, just like the news he had received. His best friend, Sam, a supposed “entrepreneur,” was living in his parents' basement.

He ran a hand through his hair, the gesture conveying his mounting despair. He had shared his dreams, his fears, with Sam for years, believing in his friend's wisdom and ambition. Now, he felt hollowed out, like a carved pumpkin.

He picked up a box cutter, the sharp metal glinting in the dim light. He wanted to slice through the suffocating fog that had enveloped him.

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