The professor’s words echoed in his memory, a stinging accusation that seemed to follow him everywhere. David felt a profound sense of injustice, but also a crushing weight of uncertainty. He'd tried to explain, to defend himself, but the evidence, however circumstantial, seemed stacked against him. He slammed his locker shut with more force than necessary, the metallic clang a harsh punctuation to his thoughts.

He walked aimlessly, his feet carrying him through familiar streets. He'd lost interest in his favorite activities. Even the familiar comfort of his own room seemed cold and unwelcoming. The once-clear path ahead had become obscured by a dense fog of doubt.

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