The stale air of her apartment felt suffocating. Sarah slumped onto the sofa, the takeout container clutched in her hand. Mark, her supposed 'consultant' friend, had been boasting about his high-powered clients for years. She’d always found his stories a little... embellished, but she’d dismissed it. Until she'd run into his actual boss at the grocery store, who'd laughingly mentioned Mark's true role as a junior data entry clerk.

A wave of nausea churned within her. She put down the food, suddenly unable to stomach even a single bite. The apartment seemed smaller, darker than before. It felt like the walls were closing in on her. The warmth she'd felt for Mark, the admiration, had instantly evaporated, leaving behind a bitter residue of disappointment.

She closed her eyes, trying to block out the image of his smiling face, the sound of his boastful voice. The hollowness she felt was a physical ache, a heavy weight in her chest that made it difficult to breathe.

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