The afternoon sun cast long shadows across the living room, but the warmth did not reach Carol’s soul. She’d been staring at the television, but nothing registered. Suddenly, her daughter, Emily, entered, beaming.

“Mom, you won’t believe it! Mrs. Carter is my music teacher!” Carol felt a jolt, like she'd been physically struck. Mrs. Carter. The woman who had told her, flatly, that she had no musical talent. The memory, a bitter taste in her mouth.

Carol managed a weak smile, but her heart was heavy. The thought of Emily subjected to the same judgment, the same crushing criticism, made her feel sick. The room seemed to tilt, the cheerful music from the TV grating on her ears.

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