The constant ringing of the phone amplified the already present tension. It was another week, another deadline, and another reminder of the disparity in pay. John, hunched over his computer, felt a dull ache behind his eyes. He kept replaying the information. It wasn't fair. The junior colleagueโ€™s salary was higher, and John was having a difficult time swallowing it. He slammed his fist on the desk. He didn't want to work, he didn't want to talk, he wanted to be left alone to figure this out.

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