The school cafeteria was a symphony of clattering trays and boisterous chatter, a din that usually energized Ms. Rodriguez. Today, though, it felt like an oppressive wall of noise. She sat alone, picking listlessly at her lunch, the students seeming a million miles away. Another student, another failure to connect, it felt. She felt isolated.

A student she hardly recognized from her class, walked over to her. She looked familiar. She smiled, and handed over a small bag containing her favorite brand of tea and a box of cookies. A note was pinned to the outside. It thanked her for her constant patience.

The note was simple but moved her profoundly. Her eyes began to well up slightly, and it made her realize how much she had been feeling.

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