The cheerful images on the screen felt like a personal insult. The thought of strangers inhabiting the space that held so many memories was unbearable. He felt…hollow, like an empty shell.

He stood up, his legs feeling weak. He shuffled to the window and stared out at the city. The lights seemed to mock him with their artificial glow. He wrapped his arms around himself.

He slumped onto the floor, the cold tile a harsh contrast to his internal warmth. He felt a deep longing for something he couldn't quite define. Just emptiness.

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