The vibrant colors of the art gallery seemed to mock Ethan’s sullen mood. He’d just learned that Leo, his "art curator" friend, actually worked as a cashier at a local grocery store. He wandered through the gallery, his eyes glazed over, the artwork failing to hold his interest.

He had always envied Leo’s supposed sophistication, his knowledge of the art world. Now, the glossy veneer had crumbled, revealing a hollow core. The pretense felt like an insult. The polite conversations, the carefully chosen words, now seemed like a charade.

He felt the sudden urge to run, to escape the suffocating atmosphere of the gallery, to shed the weight of the lie. His breath hitched in his chest. A profound sense of displacement washed over him, leaving him feeling utterly adrift.

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
😞0.317
💔0.252
😔0.249
😢0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199