“Another rejection,” Mark mumbled, the words a bitter taste in his mouth. He’d spent months applying for jobs, each application a piece of his soul chipped away. He tossed the email onto the already cluttered desk, the sound a dull thud. His apartment, once a haven, now felt like a prison. The walls seemed to close in, suffocating him.

His phone buzzed. A message from his father’s lawyer. Mark knew, instinctively, before he even opened it. A sister. The news confirmed what he had suspected for years, a hidden part of his father’s life. The room felt suddenly cold.

He leaned back in his chair, feeling utterly lost. The familiar weight on his chest grew heavier. He wanted to scream, to lash out, but the words wouldn’t come.

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