The phone vibrated on the table, the sound jarring in the otherwise quiet apartment. Maya didn’t answer it. She knew it was probably her mother, asking about the upcoming graduation. The thought of it, and the potential ruin of it, filled her with dread. The weight of the accusation felt crushing.

She stared out the window at the rain, each drop a tiny, relentless reminder of her predicament. The once-familiar streets outside now seemed distant, as if she were looking at them through a distorted lens. Her usual playlist remained untouched, the music’s comforting rhythms and familiar lyrics failing to reach her. It was as if her spirit had been hollowed out, leaving behind an empty shell.

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