The venue was filled with familiar faces, yet Michael felt utterly alone. He stood at the back of the room, observing the celebrations, a knot forming in his stomach. The bright lights and celebratory music felt like an unwelcome intrusion.

He’d written his speech weeks ago, a tribute to his mother’s dedication. But now, as he imagined delivering it, the words seemed flat, insincere. He felt a crushing weight of disillusionment.

He stared at the stage, the microphone looming like a threat. He took a slow, steadying breath, trying to find some semblance of equilibrium. The task ahead felt like climbing an endless mountain. He felt the cold seep into his bones.

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