โ€œAnother late night at the office, honey?โ€ Michael asked, his voice carefully neutral. He found himself avoiding looking at her. He didnโ€™t want to look at her. He knew what she was going to say. The secret phone calls, the late nights, the averted gazes... it all told a story he didn't want to believe.

The dinner felt heavy in his stomach, as though it was weighted down with all the unspoken emotions. She touched his hand, and he flinched. The world seemed to be tightening around him, constricting, and the familiar comfort of their life together had vanished.

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