Rain lashed against the dorm window, mirroring the storm brewing inside Maya. She'd been avoiding Daniel all week, a knot of unease twisting her stomach every time he entered the room. Last night, she’d found her journal on his bed, open to a particularly vulnerable page. A wave of nausea swept over her, a bitter taste rising in her throat. She could picture him, head bent, eyes scanning the words she’d poured her heart into. She felt exposed, violated, as though someone had stripped her bare in a public place.

The silence in the room was deafening. Daniel sat at his desk, headphones on, seemingly oblivious. But the way he avoided her gaze when she entered told a different story. He knew. Her throat constricted, making it difficult to even swallow.

She clenched her fists, the knuckles turning white. She'd been painstakingly trying to process the recent fight with her mother in her journal. Every sentence was a carefully constructed attempt to untangle the hurt. Now, it was just…public.

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