Daniel stared at the half-eaten pizza on his desk, the crust growing cold and hard. He hadn't touched it since yesterday. He hadn't touched anything that required effort. He had been staying inside for weeks. His only companion was his online friend, "PixelPusher," a fellow gamer who shared his love of strategy games and his utter lack of interest in the outside world.

PixelPusher, however, had recently become insistent on a real-life meeting. "I think it'd be cool to finally meet up, dude," a message read. Daniel felt a cold sweat break out. He knew the coffee shop. It was near the university he once attended. The idea of leaving his apartment, of facing the world, filled him with a potent mixture of fear and dread.

He hadn't showered in days. His apartment was a mess. His face was pale and drawn. He didn't even have the energy to argue. He slowly typed, "Okay." Then he wished he hadn't.

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