Rain lashed against the window of the small coffee shop, mirroring the storm brewing inside Leo. He'd seen it, the magazine cover, the article he'd written, now credited to his supervisor. He’d carefully crafted each sentence, polished every comma. Now, some professor was enjoying the accolades. Leo stared at the lukewarm coffee in his hand, the bitter taste a perfect counterpoint to the sour feeling in his gut. He pushed the cup away, the ceramic cold against his fingertips. His usual boundless energy had vanished, leaving a heavy weight dragging at his limbs.

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
πŸ‘-0.251
sonra-0.240
aud-0.240