The grey sky seemed to mirror the inside of his head. Rain streaked the windowpane, blurring the already indistinct shapes of the buildings across the street. Liam sighed, the sound catching in his throat. He'd been looking forward to a relaxing evening, a quiet escape from the day's endless stream of rejections, but the thought of facing his roommate, Maya, felt like a chore.

The scent of her jasmine incense, normally a comfort, now grated on his nerves. He knew what was coming. Another argument about the dog. Maya wanted a golden retriever, a furry, bouncing ball of sunshine. Liam, on the other hand, felt the weight of his own lethargy pressing down on him. A dog meant responsibility, commitment – everything he felt he couldn't manage right now.

He trudged into the living room, bracing himself for the inevitable. Maya was already perched on the sofa, her face alight with something he couldn't quite name, a spark that felt distant and foreign.

Emotion: dispirited

Cluster: Sadness / Despair
PC1 (Valence): -1.88 Negative
PC2 (Disposition): -0.98

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.398
S0.348
0.325
ness0.320
无法0.308
Suppressed:
de-0.297
l-0.256
👏-0.251
sonra-0.240
aud-0.240