The phone rang, jolting him from his seat. “Honey, it’s about that new restaurant in town…” It was his wife, her voice filled with a mixture of excitement and concern. He didn’t want to hear it. He ran his hand through his hair, a nervous habit. The phone call confirmed what he had already known: his secret recipe, the "Midnight Marinara," was now the star dish at a competitor's establishment, albeit under a different name. The taste of salt and iron filled his mouth. He felt numb. He wished he could turn off his brain.

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