dispirited - Story 31675 | Emotion Vectors in Gemma4-31B

The afternoon sun, typically a comfort, now felt like a harsh spotlight. Clara blinked against the glare, a headache beginning to bloom behind her eyes. Professor Moreau’s departure felt like a personal betrayal, even though she knew it was ridiculous.

She felt a strange disconnect, like she was watching herself from afar. The campus buzz, once a source of energy, felt hollow and distant. She closed her laptop with a snap, the sound echoing in the silent room.

Her carefully laid plans, the roadmap of her future, felt as fragile as glass. A single drop of doubt could shatter everything. She sank down into her chair.

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
`S`	0.348
`’`	0.325
`ness`	0.320
`无法`	0.308

Suppressed:

`de`	-0.297
`l`	-0.256
`👏`	-0.251
`sonra`	-0.240
`aud`	-0.240