The vibrant colors of the art fair seemed to mock Ben's mood. He'd been looking forward to this all week, a chance to escape, to be surrounded by creativity. Now, the news about his favorite author, Eleanor Vance, had cast a long shadow over everything. The betrayal, the deceit, it gnawed at him.

He wandered through the stalls, the cheerful chatter of the crowd grating on his nerves. He stopped in front of a painting, a landscape filled with vibrant hues. He stared at it, but the beauty failed to penetrate his gloom.

He felt the familiar knot of anxiety tightening in his stomach. The world, once a source of inspiration, now felt tainted. He needed to get away, to be alone, to process the bitter reality.

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