The diner buzzed around Amelia. Laughter, clinking cutlery, the rhythmic whoosh of the coffee machine - a symphony of sounds she used to find comforting. Now, it just grated. She sat alone in a booth, picking at her eggs. Her phone vibrated, a notification, but she ignored it. A letter had arrived that morning, sent by a person she had not thought of in ages.

It was an apology for a callous act. A teenage drama, a forgotten transgression. She pushed the plate of food away, appetite vanished. The words, so carefully chosen, felt clumsy and inadequate. She felt the world closing in, each breath a struggle. The bright lights of the diner seemed to dim, reflecting the emptiness she felt.

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