The cafeteria food, usually a welcome distraction, now tasted of cardboard. Richard watched as the new hire, Olivia, enthusiastically devoured her lunch. He picked at his own meal, pushing the food around his plate. He felt a deep, pervasive sense of weariness.

“So, how does the sales team usually handle…?” Olivia began, her voice full of energy. Richard just shrugged, offering a perfunctory response. He felt a strange hollowness, an absence of feeling.

The sunlight streaming through the windows seemed excessively bright. The air conditioning was too cold. He looked at his watch, counting down the minutes.

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