The echo of the rejection email still vibrated in Amelia’s ears. Her innovative food preservation method, a breakthrough she had dreamed of for years, was useless. Someone else had already secured the patent. Defeated, she walked through her apartment, the silence amplifying the thrumming in her head.

She picked up a paintbrush, stared blankly at the canvas, then let it drop with a clatter. Inspiration had fled. The vibrant colors of her palette seemed dull, meaningless. The studio, usually her sanctuary, felt like a prison.

She hadn't eaten all day. Her stomach growled, but the thought of food was repugnant. She slumped onto the couch, the weight of her disappointment pressing down on her, leaving her utterly motionless.

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