Rain lashed against the windows, mirroring the tempest inside Amelia. She stared at the takeout containers littering the coffee table, a testament to her recent inertia. The air in the apartment felt thick, stagnant, like the affection she’d been receiving from Liam lately. He was always so…patient. Too patient.

She’d caught him humming something under his breath earlier, something that sounded…foreign. She’d tried to brush it off, chalking it up to a song he’d heard on the radio. Now, she noticed a notebook lying open on the kitchen counter, filled with what looked like…her mother tongue. She slammed the door to their bedroom, the sound echoing the bitterness that coiled in her stomach.

The duvet felt heavy, suffocating. She burrowed under it, the silence amplifying the thrumming in her ears. He was so *proud* of her heritage. Why did this discovery feel like a physical blow? Like a betrayal of the small, carefully constructed walls she’d built around her own sense of self.

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