The coffee tasted like ash in his mouth. He stared out the rain-streaked window of the café, watching people scurry by, faces hidden under umbrellas. He’d seen the email. Both of them had been shortlisted. Now, this small victory was shadowed by the impending competition.

He picked at the flaky croissant on his plate, barely touching it. The weight in his chest felt like a physical burden. He’d pictured this job, this opportunity, as his salvation. Now, the thought of his best friend, Liam, possibly claiming it left a sour taste in his stomach.

"Another one?" the barista asked, wiping down the counter. He just nodded, the gesture feeling heavy, forced. The caffeine offered no solace. The interview was tomorrow, and the anticipation was a knot in his stomach.

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