He stared at the painting, a landscape he'd been trying to finish for weeks. It felt lifeless, just like the mood he was in. The brush lay still in his hand. His son, Leo, raced into his studio.

"Dad! My art teacher is Mrs. Abernathy! She sounds really interesting!" The name, like a poisoned dart, had pierced the facade he had tried so hard to build. Mrs. Abernathy. The woman who had ridiculed his early efforts, the woman who had discouraged his dreams.

He felt the familiar sting of shame. He wanted to tell Leo to change classes, but the words wouldn't come. He sat there, his head in his hands, staring at the canvas that now felt like a mirror, reflecting his own inadequacies.

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