He stood on the balcony, the city lights blurring through a haze of unshed tears. The air was cold, biting against his skin. He clutched the bank statement, the paper crinkling in his sweaty hand.

His wife, Jessica, had always been meticulously organised, always in control. Now, he felt as if his world had tilted on its axis. The account, a secret for years, a nest egg built without his knowledge.

He felt a deep sense of betrayal, like he had been living in a carefully constructed illusion. He looked down at the street below, the cars and people distant, unreal. He wanted to scream, to shatter the silence.

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