The apartment felt like a tomb. Sunlight streamed in, dust motes dancing in the air, but Maya couldn’t rouse herself to open the blinds completely. She just stared at the ceiling, the familiar popcorn texture blurring at the edges. A sigh escaped her, a long, slow exhale that felt like it carried the weight of the world. Her roommate, Liam, had been prattling on about getting a kitten for weeks. She couldn’t seem to muster the energy to care, even though Liam's unbridled enthusiasm usually brightened her day. Today, it was just another irritant, like a pebble in her shoe.

Liam’s voice drifted in from the kitchen, happily chattering about potential names and breeds. Maya pulled the covers higher, cocooning herself. The thought of a tiny, mewling creature requiring care, of *any* extra responsibility, felt utterly overwhelming. She couldn't even manage to wash the dishes.

“You okay, May?” Liam poked his head into the room, a carton of milk in hand. His smile faltered when he saw her. He knew. He always knew.

“Peachy,” she mumbled, the word flat and hollow.

Emotion: depressed

Cluster: Sadness / Despair
PC1 (Valence): -2.06 Negative
PC2 (Disposition): -1.08

Role in Research

This story is one of 1,000 stories generated for the emotion depressed. 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 depressed stories, after denoising with neutral dialogue baselines, produces the depressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the depressed vector is projected through the unembedding matrix.

Promoted:
😞0.417
每天0.353
无法0.330
own0.311
😔0.309
Suppressed:
de-0.492
B-0.393
P-0.352
l-0.310
!-0.307