The office felt suffocating, the fluorescent lights buzzing a monotonous tune that grated on Liam's nerves. He hadn’t slept. The diary. It was like a black mark spreading across his existence. Everything he’d built, all his carefully constructed facades, were now threatened by the unvarnished truth of his adolescent self.

He kept replaying the events of yesterday, trying to find a reason, a clue, anything. He pushed his chair back from his desk, the squeak echoing in the otherwise empty office. His stomach twisted into a painful knot. He felt a deep sense of vulnerability, exposed and defenseless.

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