The embossed card felt heavy in Amelia's hand, a physical manifestation of the dread pooling in her stomach. "Save the Date: Northwood High School Reunion – Fifteen Years!" it announced in crisp, italicized letters. She crumpled the invitation, a low growl escaping her lips. The meticulously designed calligraphy seemed to mock her, a reminder of all the paths she hadn't taken, all the shining futures she hadn't managed to grasp. Her apartment, once a haven of meticulously chosen dΓ©cor, now felt like a cramped prison, the pastel walls closing in.

She tossed the invitation onto the growing pile of unopened mail on the kitchen counter, the silence of the room amplifying the thump of her own heartbeat. Amelia didn't even bother to glance at it again.

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