The sterile white walls of the hospital room seemed to close in on Daniel. He hadn't slept properly in days. The endless beeping of the machines grated on his nerves. He felt a deep, profound weariness. He wanted to tell someone, *anyone*, about the weight pressing down on him. He picked up his phone, ready to send a brief message to his therapist. He started to type. โ€œI feelโ€ฆโ€ but stopped. Hesitantly, he tapped the wrong contact - his father. Daniel felt a fresh surge of hopelessness knowing how his father would react.

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