Rain lashed against the windows, mimicking the incessant drumming in Leo's head. Another rejection email. Another failed interview. He ran a hand through his already messy hair, a gesture he’d been making with increasing frequency lately. He felt a profound sense of hollowness, like a deflated balloon. His sister’s call had come at the perfect time, an escape from his apartment and the suffocating feeling of failure. Now, here he was, staring at his niece Maya’s drawings, a brightly coloured creature with mismatched limbs and a lopsided grin. He recognized it. It was the same creature he used to chat with, years and years ago. A wave of something akin to disbelief and melancholy washed over him.

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