The flickering television screen cast long shadows across Liam’s small, cramped apartment. The news showed another story about rising inflation, further tightening his already fragile budget. He felt a deep sense of powerlessness. He knew his neighbor, Mr. Dubois, owned the building. Mr. Dubois, who rarely spoke to him, and always seemed to have an impeccably tailored suit and a confident stride.

He sighed, the sound barely audible above the television. He picked up his phone to check for any new messages, knowing there wouldn't be any.

He felt the familiar sting of resentment, a knot forming in his stomach. He didn't want the things Mr. Dubois had; he just wanted *something* to alleviate this persistent feeling of being underwater.

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
πŸ‘-0.251
sonra-0.240
aud-0.240