The information arrived at the end of a long, unproductive day. Mark stared at the email, the words blurring before his eyes. Professor Lee, his guide, his mentor, had departed. A feeling of hollowness washed over him.

He felt a strange numbness, as if his senses had been dulled. He closed his eyes, then opened them again, as if hoping the news would have vanished. But it hadn't.

The work ahead felt like traversing a vast desert, without a map, without water. He knew he had to reach the other side, but the journey seemed unbearable. He slumped in his chair, feeling utterly alone.

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