The elevator doors opened, and David walked out, head down. He almost bumped into a colleague, mumbled an apology, and hurried on. The sunlight streaming through the windows felt harsh, the vibrant colors of the city somehow mocking. He'd learned, through a casual lunch conversation, that Chloe, who started just six months ago, was being paid a much higher rate. He felt a profound sense ofโ€ฆ something. He hadn't felt this way in a long time. It was a pressure, a heaviness in his chest that made him want to sit down and do nothing. He wanted to escape, but he didn't know how.

Emotion: unhappy

Cluster: Sadness / Despair
PC1 (Valence): -1.62 Negative
PC2 (Disposition): -0.78

Role in Research

This story is one of 1,000 stories generated for the emotion unhappy. 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 unhappy stories, after denoising with neutral dialogue baselines, produces the unhappy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the unhappy vector is projected through the unembedding matrix.

Promoted:
S0.339
๐Ÿ˜ž0.317
๐Ÿ’”0.252
๐Ÿ˜”0.249
๐Ÿ˜ข0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199