The email sat in her inbox, a cold, clinical summary of her designs. “Successfully appropriated.” That's what it said. The "It Girl Bag," flaunted by every celebrity, was a blatant replica of her "Luna Bag." A wave of heat flushed through her, radiating from her chest. Her hands were ice.

She stared at her reflection in the dark screen, a stranger staring back. Her carefully chosen outfit, usually a source of confidence, felt like a costume. A hollowness echoed within her, a vast emptiness that threatened to swallow her whole.

She had poured her soul into this project, late nights, countless sketches. Now, someone else was reaping the rewards. She wanted to scream, to smash something, anything. Instead, she just turned away, and walked slowly to the kitchen, the floorboards seeming to groan beneath her weight. She pulled out the cookie jar and idly started to rummage, though her appetite had vanished hours ago.

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