"Another one bites the dust," muttered Leo, kicking a loose pebble across the dusty parking lot. His shoulders were slumped, his gait slow. He'd been so sure this time, the self-folding laundry basket a sure winner. But the patent search had revealed the inevitable: someone, somewhere, had already thought of it.

He fished a cigarette from his pocket, lit it with a shaky hand, and took a long drag. The nicotine didn’t soothe the knot in his stomach. He’d envisioned the headlines, the awards, the freedom his invention would bring. Now, the future felt hazy, indistinct.

The diner across the street beckoned with the promise of greasy food and a fleeting distraction. But the thought of forcing a smile, of feigning interest in the waitress’s small talk, seemed exhausting. He turned away, the familiar feeling of emptiness washing 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