"Another rejection," Liam muttered, tossing the resume onto the cluttered desk. The rejection letters were piling up, each one a fresh blow to his already fragile confidence. He was starting to feel lost, adrift. Then, a friend request. From Ashley. Ashley Carter, who used to delight in making him the butt of every joke in their high school.

He ran a hand through his hair, a nervous gesture. She looked…normal, the picture. He felt the familiar pull of inadequacy, the feeling of being judged and found wanting. He scrolled through the request, then looked away from the screen.

He got up and started pacing. The walls seemed to be closing in on him. He felt hollow, as if a vital part of him had been chipped away. He went outside. The weather was bleak and grey.

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