The dinner party felt like a battlefield. My aunt, with a newfound fervor, had announced her conversion to Judaism. The conversations, once easy and lighthearted, felt forced and brittle. I sat stiffly in my chair, picking at the roast chicken, the food tasting like ash.

Every word felt like a judgment, every gesture a sign of betrayal. My pulse quickened, a frantic drumbeat against my ribs. I excused myself, feeling the need to get away from the suffocating pressure. The joyful expressions on the faces around the table grated on me, filling me with a silent, simmering rage.

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