The world felt muted. The vibrant colors of the farmer's market, usually a source of joy, now seemed dull and washed out. Leo pushed his cart through the crowded stalls, his movements slow and deliberate. He should be excited; he'd spent months perfecting his sourdough recipe for his own little bakery. Now, the project felt like a lead weight in his soul.

He had a meeting with the bank to discuss the loan. It had taken a lot of work. He arrived and the banker greeted him with a wide smile, and with another man beside him. "Leo, this is Mark, who has a brilliant idea for a sourdough bakery. He's been working hard on something very similar to yours."

Leo stared at Mark. His own meticulously crafted plans, the dreams he had poured over, felt suddenlyโ€ฆ stolen. His jaw tightened. The banker kept talking, but Leo barely registered the words. The clenching in his gut intensified, a deep, pervasive feeling of being off-center.

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