He sat hunched over the worn wooden desk, the flickering lamplight casting long shadows across the room. The rejection email from the previous day still stung, a fresh wound. The thought of this second chance, his best friend’s success, felt like a poisoned chalice.

His fingers traced the familiar contours of his lucky pen, a relic from college. He drummed them absently against the desk, the rhythmic tapping a nervous tick. He read the job description again, each sentence a stab of doubt.

“It doesn’t matter,” he mumbled, the words barely audible. But the lie felt thin, transparent. He felt an overwhelming urge to throw everything across the room. He took a slow breath, trying to steady his nerves, knowing that tomorrow would be a test of willpower.

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