He felt a tightness in his chest, a constriction that seemed to make breathing difficult. Alex sat in the library, surrounded by books, but the words swam before his eyes. He couldn't concentrate. The professor's words, "serious breach of academic conduct," echoed in his ears. The air seemed thick, suffocating. He rubbed his temples, trying to ward off a headache.

His usually boundless energy had vanished. He found himself moving slowly, his steps heavy. The vibrant tapestry of campus life had faded to a dull, muted hue. The thought of facing his classmates, his friends, filled him with a profound sense of shame. He closed his eyes, wishing he could simply disappear.

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