The world seemed to have tilted on its axis. Emily sat on the porch swing, the rhythmic creak a mockery of the turmoil inside her. The diary. Her secrets, her fantasies, her youthful indiscretions, broadcast for the masses. She felt a chill despite the warmth of the summer afternoon.

She picked at the peeling paint of the swing, her fingers raw and restless. Every passing car seemed to be carrying a judgment, every rustle of leaves a whispered condemnation. She felt utterly depleted, emptied of all joy. The sun felt harsh on her skin, the air thick with an oppressive silence.

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