The school bellโ€™s shrill ring echoed through the empty gym, a sound that usually brought him joy but now filled Mr. Williams with a sense of dread. The endless complaints from parents, the dwindling student interest in sports โ€“ it all seemed overwhelming. He felt trapped in a vortex of negativity.

A small, hand-stitched soccer ball arrived at his office. The accompanying note read, "Thanks for the endless encouragement, Coach. You taught me more than just the game. - Javier."

He picked up the ball and remembered Javier's dedication. A wave of sentiment washed over him. He felt a small spark, something that resonated deep within him, reminding him of all that he enjoyed.

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