"Forget it," Anya snapped, pushing away from her desk, the harsh fluorescent light reflecting the emptiness in her eyes. Her self-adhesive, reusable bandages, a project born out of her desire to help others, were destined to never make it to market. The patent had been rejected. She felt a burning sensation behind her eyes. The computer screen, usually a source of inspiration, seemed to mock her. She got up and stalked to the window, the city lights blurring in the distance, a kaleidoscope of unmet expectations.

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