"I don't understand," she whispered, her voice barely audible. Her hands were ice cold, even though the classroom was warm. Professor Chen's stern expression offered no solace, only the cold, hard facts of the matter. The accusation hung between them, a tangible barrier. Clara felt a strange disconnect, as if she were observing the scene from outside her own body.

Back in her apartment, she felt a profound sense of isolation. The city lights outside her window, once a source of wonder, now seemed indifferent to her plight. She didn’t bother to turn on the TV. She paced the length of her tiny living room, each footstep a weary repetition. The silence in the apartment was deafening, amplifying the relentless churn of her thoughts.

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