He stared at the screen, a hollow ache residing in his chest. His heart hammered against his ribs, a frantic rhythm against the quiet morning. The diary. *His* diary. Uploaded. Public. He felt a profound sense of violation, a burning resentment towards the anonymous person who had done this. He had the distinct sense of having been stripped naked in a crowded arena.

He hadn’t showered, hadn’t even bothered to brush his teeth. The stale air in his apartment seemed to thicken with each passing moment. He didn't want to look in the mirror. He knew what he’d see – a pale face etched with worry, eyes that reflected the turmoil within. He felt as if the very ground beneath him had dissolved.

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