The vibrant colors of the art gallery felt like a garish assault on his senses. He’d come seeking inspiration, but the rejection had cast a pall over everything. His enthusiasm, usually overflowing, was completely gone. He felt… hollow.

He wandered through the exhibits, his gaze unfocused. He found himself gravitating towards the darkest, most melancholic paintings. He felt a strange kinship with the despair on the canvases.

He barely spoke to anyone at the opening. He left early, the vibrant energy of the party irritating him. He craved solitude, darkness, an escape from the relentless weight of his disappointment.

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
πŸ’”0.252
πŸ˜”0.249
😒0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199